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since `v0.19.0`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n\n- AFS: LocalQueue usage is now accounted from quota reservation rather than admission for ClusterQueues using UsageBasedAdmissionFairSharing. AdmissionFairSharingAnchorAtQuotaReservation is Beta and enabled by default in v0.20.\n  \n  If you explicitly disable AdmissionFairSharing, also disable AdmissionFairSharingAnchorAtQuotaReservation before upgrading to v0.20, or Kueue will reject the configuration at startup. Before rolling back to a release that does not recognize AdmissionFairSharingAnchorAtQuotaReservation, remove it from the configuration. (#15000, @apullo777)\n - API: Kueue no longer serves kueue.x-k8s.io/v1beta1. \n  \n  Update manifests and API clients to v1beta2 before upgrading. Run the [migration script](https://raw.githubusercontent.com/kubernetes-sigs/kueue/main/hack/migrate-to-v1beta2.sh) before upgrading to rewrite existing objects in v1beta2 storage. (#14558, @mbobrovskyi)\n - DRA & ResourceTransformation: Fixed a bug where DRA device-class mapping or a resource transformation under the reserved resource name `pods` was silently discarded or left the Workload permanently pending.\n  \n  Remove or rename those entries before upgrading, or the kueue-controller-manager will fail to start. Renaming a mapping name or an `outputs` key also requires updating the matching ClusterQueue `nominalQuota` entries in the same change. (#13989, @thc1006)\n - DRA: Fixed missing quota charges for Pod overhead and transformation outputs that share a DRA resource name. Restartable init-container requests are now counted alongside regular-container requests. \n  \n  Review ClusterQueue quotas for mapped logical resources and contributions still charged under original resource names. When both use one name, quota must cover their sum. With BlockUndeclared, uncovered contributions leave Workloads pending; with IgnoreUndeclared, they are not charged. Corrected accounting applies when Workloads are evaluated. (#14154, @thc1006)\n - KueueViz: Added Kubernetes RBAC checks through SubjectAccessReview for API and WebSocket requests when authentication is enabled.\n  \n  Ensure users have the get, list, and watch permissions needed for their views. For non-Helm or custom RBAC installations, ensure the backend ServiceAccount can create subjectaccessreviews in the authorization.k8s.io API group. The Helm chart includes this permission. (#13810, @mykysha)\n - LeaderWorkerSet: Fixed a quota bypass where raising `spec.leaderWorkerTemplate.size` on an already-admitted, Kueue-managed LeaderWorkerSet ran more pods per group than the reserved quota covered. `spec.leaderWorkerTemplate.size` is now immutable while the LeaderWorkerSet is managed by Kueue, behind the new `LWSImmutableGroupSize` feature gate (Beta, enabled by default). `spec.replicas` stays mutable.\n  \n  If you change `spec.leaderWorkerTemplate.size` on a Kueue-managed LeaderWorkerSet, recreate it at the new size instead, or disable the `LWSImmutableGroupSize` feature gate to keep the previous behavior, which also restores the quota bypass. (#13279, @ivnovakov)\n - Observability: Kueue now rejects invalid metrics.localQueueMetrics.localQueueSelector values at startup. Previously, enabled LocalQueue metrics included all queues when this selector was invalid.\n  \n  Correct invalid selectors before upgrading if metrics.localQueueMetrics.enable is true. (#16379, @weizhoublue)\n - RayService: Starting in v0.20, the Beta `RayServiceValidateUpgradeStrategy` feature gate is enabled by default.\n  \n  Kueue-managed RayServices that use zero-downtime upgrades must enable the `ElasticJobsViaWorkloadSlices` feature gate and set the `kueue.x-k8s.io/elastic-job` annotation to `\"true\"`. To disable zero-downtime upgrades, explicitly set `spec.upgradeStrategy.type` to `None`. (#16094, @kevin85421)\n - SparkApplication: Fixed a bug where Workloads reserved less CPU and memory than Spark requests for the driver and executor Pods, because `cores`, `memoryOverhead` and Spark's default memory overhead were ignored. Kueue now reserves the same CPU and memory that Spark requests. Memory values must use the Java format accepted by Spark (for example `512m` or `2g`); Kubernetes-style values such as `512Mi` are rejected.\n  \n  If SparkApplications rely on `cores` or on the default memory overhead, raise the ClusterQueue quotas accordingly: each Pod now reserves its `cores` as CPU and at least 384Mi of additional memory. (#15833, @henry3260)\n - TAS: Fix a bug where TASRecomputeAssignmentWithinSchedulingCycle can be enabled even if TopologyAwareScheduling is disabled.\n  \n  If you disable TopologyAwareScheduling, also set TASRecomputeAssignmentWithinSchedulingCycle=false before upgrading. (#14237, @tenzen-y)\n - TAS: Workload slice sizes must be positive, and podSetSliceRequiredTopology and podSetSliceSize must be set together. \n  \n  Correct invalid manifests before upgrading. Disabling TASValidateWorkloadSliceSize disables only webhook checks; CRD minimum-size validation still applies. (#12728, @mszadkow)\n - TrainJob: support Trainer v2.3.\n  \n  If you use Trainer v2.2, you have to update it to v2.3 since Trainer v2.2 and v2.3 don't have API compatibility. (#14504, @SatishChoudhary642)\n - Workloads: Fixed a bug that caused Workloads to be finalized as orphaned while their owner Job was being deleted. Kueue now waits until the owner Job no longer exists before finalizing the Workload.\n  \n  If you implement the ComposableJob interface in a custom job integration, change your Load method to return (*jobframework.LoadResult, error) instead of (bool, error). Use jobframework.NewLoadResult(shouldFinalize, found) where found is false when the job is absent and true otherwise. (#12849, @mbobrovskyi)\n \n## Changes by Kind\n\n### API Change\n\n- ConfigurablePreemptions: Added the alpha PreemptionConfig API for selecting additional Workloads to preempt when classical or Fair Sharing candidates are insufficient. Requires the ConfigurablePreemptions feature gate and alpha CRDs. (#15913, @danylott)\n- PartialAdmission: Workload `PodSet.minCount` can now be set to `0`, allowing PodSets with zero replicas. Previously, `minCount` had to be at least `1`. (#14720, @vladikkuzn)\n- TAS: Allowed mutating `Topology.spec.levels` when `kubernetes.io/hostname` is the lowest level both before and after the change. Workloads left pending under the previous levels are automatically retried, and the usage of already-admitted workloads is preserved across the change. (#13910, @tomsen02)\n- TAS: Allowed updating `spec.nodeLabels` of a ResourceFlavor with `topologyName` set. Admitted workloads keep their quota reservation and topology assignment, pending workloads are requeued against the new node set, and usage of workloads admitted on overlapping flavors is counted exactly once. (#13738, @tomsen02)\n- TAS: ResourceFlavor spec.tolerations can now be updated when spec.topologyName is set. (#13622, @tomsen02)\n\n### Feature\n\n- CLI: Added ACTIVE and REASON columns to wide output for ClusterQueue and LocalQueue resources. (#15633, @prash2512)\n- CLI: Added an `ACTIVE` column and an `--active` flag to `kueuectl list localqueue`, allowing users to see and filter LocalQueues by whether they have an active connection to their ClusterQueue (`--active=true` for active, `--active=false` for inactive). (#15866, @henry3260)\n- CLI: The importer mapping file now supports a `resources` list in the `match` block, selecting only the Pods that request a non-zero amount of all the listed resources. (#15573, @Huang-Wei)\n- ClusterQueue: Graduated `RejectUpdatesToCQWithInvalidOnFlavors` to Beta (enabled by default), which rejects ClusterQueue updates that reference invalid ResourceFlavor names in `admissionCheckStrategy.onFlavors`. (#14776, @tenzen-y)\n- ConcurrentAdmission: Increased the maximum number of `ResourceFlavors` per `ResourceGroup` from 16 to 32 for `ClusterQueues` with `ConcurrentAdmissionPolicy` configured. (#15949, @ResidentMario)\n- Controllers: Increased the maximum concurrent API updates per reconcile from 8 to 32 via the `HighMaxParallelismWithinReconcile` feature gate (Beta, enabled by default in v0.20). (#16336, @olekzabl)\n- DRA: Added `DeviceTaintRule` support to the `KueueDRADeviceFeasibility` device check, so Kueue no longer admits Workloads onto tainted devices. (#16081, @sohankunkerkar)\n- DRA: Added the `KueueDRADeviceFeasibility` feature gate, Alpha and disabled by default. Kueue checks device availability per node before admitting a Workload that uses ResourceClaimTemplates or DRA-backed extended resources, so quota is not reserved for a Workload kube-scheduler cannot place. (#15577, @sohankunkerkar)\n- DRA: Added the `KueueDRAIntegrationPrioritizedList` feature gate (alpha, disabled by default). When enabled, a DRA `firstAvailable` request whose alternatives all ask for the same device count on DeviceClasses mapped to one logical resource is charged that count once. A request whose alternatives differ in count or in logical resource, or use a counter-backed or capacity-backed mapping, is refused. Kueue does not check that any alternative is satisfiable, and MultiKueue does not support `firstAvailable` requests. (#14130, @thc1006)\n- DRA: Device feasibility checks now include taints from ResourceSlices and DeviceTaintRules. A Workload’s device requests must tolerate these taints. Requires both the KueueDRAIntegrationDeviceTaints and KueueDRADeviceFeasibility feature gates. (#16169, @sohankunkerkar)\n- DRA: Device requests with `adminAccess: true` are now accepted without DRA quota charges. Other resource requests are counted normally. (#13642, @sohankunkerkar)\n- DRA: With UnadmittedWorkloadsObservability enabled, Workloads with unresolved DRA resources now report DRAResourcesUnresolved on QuotaReserved=False and Requeued=False. The underlying_cause metric label changes accordingly. (#16123, @PannagaRao)\n- DynamicQuotaOrchestration: Added distribution of discovered capacity among Cohorts and ClusterQueues in the configured subtree, in proportion to their nominal quotas. Kueue writes the resulting quotas to status.effectiveQuotas. Conflicting orchestrators report Distributed=False and do not distribute quotas. Requires the DynamicQuotaOrchestration feature gate. (#15283, @pajakd)\n- ElasticJobsViaWorkloadSlices: Added Alpha support for using ProvisioningRequest admission checks with elastic WorkloadSlices, including incremental capacity requests and per-pod provisioning identity, via the `ElasticJobsViaWorkloadSlicesForProvisioningRequests` feature gate (disabled by default). (#14316, @neilb-dotcom)\n- Fair Sharing: Added the alpha `FairSharingRefill` feature gate, disabled by default. When enabled together with Fair Sharing, a ClusterQueue that admits a Workload can bring its next Workload into the same scheduling cycle to compete under the recomputed Fair Sharing ordering, bounded by a per-cycle refill budget. (#13729, @apullo777)\n- Helm: Add enableAlphaAPIs flag (default false) to conditionally render alpha CRDs (eg. CapacityProvider, DynamicQuotaOrchestrator). (#15117, @pajakd)\n- Helm: Added support for setting `affinity` on the kueue-controller-manager Deployment via `controllerManager.affinity`. (#14955, @HsiuChuanHsu)\n- Helm: the controller-manager Deployment now supports optional `controllerManager.strategy`, `controllerManager.hostNetwork`, and `controllerManager.dnsPolicy` values. (#13817, @dinhxuanvu)\n- Increased the default client-side rate limits to 1000 QPS and 1000 Burst across client connections. (#15206, @alien1403)\n- KueueViz: Added an opt-in Helm configuration that lets users serve the dashboard and backend from one host through a path-routed Ingress. (#15574, @HsiuChuanHsu)\n- KueueViz: The backend now sends WebSocket ping messages every 30 seconds, including when dashboard data has not changed. (#13970, @amirialy)\n- MultiKueue: Added a new metric `multikueue_cluster_status` that reports the active status of each worker cluster, per manager ClusterQueue referencing it, labeled by `cluster_queue`, `cluster`, `active`, and `replica_role`. (#13798, @Mostafahassen1)\n- MultiKueue: Added support for forwarding in-place `serveConfigV2` (Ray Serve application config) updates on a `RayService` from the manager to the worker cluster, so editing the Serve config on the manager now takes effect on the worker promptly. Controlled by the `MultiKueueRemoteSpecSync` feature gate (Beta, enabled by default in v0.20). Changes to `rayClusterConfig`/`upgradeStrategy` (zero-downtime upgrade) are not yet propagated. (#14036, @kevin85421)\n- MultiKueue: Added support for reusing clientConnection configuration (QPS and Burst) for worker clusters via the `MultiKueueReuseClientConnectionConfigForWorkers` Beta feature gate. (#15280, @alien1403)\n- MultiKueue: Added worker-side in-tree autoscaling for elastic RayClusters and RayJobs. Requires MultiKueueRayInTreeAutoscaling. (#13435, @kevin85421)\n- MultiKueue: Fixed a bug where evicted elastic workloads left stale remote objects on worker clusters, preventing re-admission from the manager-cluster specification. (#15871, @kevin85421)\n- MultiKueue: Graduated `MultiKueueKubeConfigPathValidation` to Beta (enabled by default), which restricts `locationType=Path` kubeconfig references to paths under `/etc/multikueue/kubeconfigs/`. Disabling the gate restores the legacy behavior of allowing any file path. (#13706, @kannon92)\n- MultiKueue: Graduated `MultiKueueOrchestratedPreemption` to Beta (enabled by default), which orchestrates preemption in MultiKueue worker clusters to prevent concurrent preemptions from disrupting other workloads. (#16235, @kevin85421)\n- MultiKueue: Reject elastic RayJob and RayService in-tree autoscaling unless the MultiKueueRayInTreeAutoscaling feature gate is enabled. (#16260, @kevin85421)\n- MultiKueue: The `MultiKueueCluster` `Active` condition message now surfaces the reconnect backoff progress (failed connection attempts and next retry time) while the cluster is disconnected, so connectivity and reconnect status are visible via `kubectl` without reading controller logs. (#13726, @kevin85421)\n- Observability: Added `dynamic_quota_orchestrator` label to `kueue_cluster_queue_info` and `kueue_cohort_info` metrics, reporting the managing orchestrator when dynamic effective quota is active. (#15201, @j-skiba)\n- Observability: Added `kueue_pending_scheduling_hashes` metric to count distinct scheduling equivalence hashes among pending Workloads per ClusterQueue, split by `status` (`active`/`inadmissible`). Reported only when the `SchedulingEquivalenceHashing` feature gate is enabled. (#12520, @RooobinYe)\n- Observability: Added `kueue_preemption_target_recomputations_total` metric to track the result of overlapping preemption target recomputations within a scheduling cycle. (#14494, @SatishChoudhary642)\n- Observability: Added `kueue_workload_recovery_wait_time_seconds` and `kueue_local_queue_workload_recovery_wait_time_seconds` metrics to measure the time taken for workloads to recover when `WaitForPodsReady` recovery is enabled. (#14766, @alien1403)\n- Observability: Added a Warning event on the object whose kueue.x-k8s.io/priority-class label names a missing WorkloadPriorityClass. (#13775, @thc1006)\n- Observability: Added kueue_execution_time_seconds and kueue_local_queue_execution_time_seconds histograms. At Workload completion, they record total execution time across all admissions, including readmissions after eviction. (#13420, @sohankunkerkar)\n- Observability: Added the `multikueue_workloads_evicted_total` metric, counting remote workload evictions on a worker cluster by `cluster_queue`, `cluster`, `reason` and `replica_role`. (#15288, @Mostafahassen1)\n- Observability: Enabled the UnadmittedWorkloadsObservability feature gate by default, reporting granular reasons (e.g., WaitingForQuota, ExceedsMaxQuota, WaitingForPodsReady, Misconfigured, or Suspended) in the QuotaReserved status condition and metrics for unadmitted workloads. (#13063, @j-skiba)\n- Observability: Support Workload custom labels in LocalQueue admitted workload metrics when CustomMetricLabels feature gate is enabled. (#13635, @Vaishnav88sk)\n- Observability: The kueue_pending_workloads metric now supports configured Workload labels through metrics.customLabels. Requires the CustomMetricLabels feature gate. (#13469, @Singularity23x0)\n- Observability: `kueue_local_queue_pending_workloads` now emits one series per workload label combination when the `CustomMetricLabels` feature gate is enabled with a `SourceKindWorkload` custom label. (#14167, @carmal891)\n- Ray integrations: Kueue supports KubeRay v1.7 History Server options in MultiKueue and accounts for collector sidecar resources in Ray workload quotas. (#14670, @YQ-Wang)\n- Scheduling: The `WorkloadPriorityClassDefaulting` feature gate is graduated to Beta and enabled by default in v0.20, automatically assigning the `default` WorkloadPriorityClass to workloads that do not specify one. (#13719, @sanskar-singh-2403)\n- Security: Promote TLSOptions to stable. (#13373, @kannon92)\n- TAS: Added a new alpha feature gate `TASReplaceMultipleFailedNodes` (default off). When enabled, a Topology-Aware Scheduling workload with multiple failed nodes has those nodes replaced incrementally instead of being evicted, keeping the workload admitted. (#12344, @tg123)\n- TAS: Added requeueing of Workloads rejected by `KueueDRADeviceFeasibility`, allowing them to be admitted once a ResourceSlice, DeviceClass, ResourceClaim or DeviceTaintRule change makes the devices available. Node changes now requeue only the ClusterQueues that use the affected TAS flavor. (#16098, @sohankunkerkar)\n- TAS: Added support for PodSet slicing alongside PodSet grouping, allowing workloads such as LeaderWorkerSet to co-locate grouped leader PodSets with sliced worker PodSets. Controlled by the `TASGroupedPodSetSlicing` feature gate (Beta, enabled by default in v0.20). (#15111, @pajakd)\n- TAS: Added support for spreading Workloads, such as LeaderWorkerSet groups, across racks or zones while keeping each group’s Pods together. Use kueue.x-k8s.io/podset-topology-spreading and enable TASTopologySpreading. (#14820, @reruno)\n- TAS: Added the `TASNodeFeasibilityForAllLevels` feature gate, Beta and enabled by default. Topologies that do not declare `kubernetes.io/hostname` as their lowest level now check capacity and node feasibility per node instead of per aggregated domain, so node taints, node selectors and node affinity exclude individual nodes inside a domain. Workloads that fit a domain's total capacity but no single node are no longer admitted. Requires `TopologyAwareScheduling`. (#14191, @sohankunkerkar)\n- TAS: Enable hostPort conflict detection to node feasibility checks, skipping nodes with occupied host ports when `SchedulerLibraryIntegration` is enabled. (#13555, @sohankunkerkar)\n- TAS: Made the `SchedulerLibraryIntegration` feature gate depend on `TopologyAwareScheduling` (#16362, @alien1403)\n- TAS: Reduced CPU time and memory allocations for snapshot creation by reusing cached topology trees when scheduling-relevant Node data is unchanged. Controlled by the `TASCacheTopologyTree` feature gate, which is Beta and enabled by default. (#13819, @akshay-pm)\n- WaitForPodsReady: Added the `kueue.x-k8s.io/pod-group-max-not-ready-count` annotation for Pod groups (including StatefulSet and LeaderWorkerSet Pod templates), gated by the `WaitForPodsReadyMaxNotReady` alpha feature gate. It sets the maximum number of not-ready Pods tolerated before the `WaitForPodsReady` startup and recovery timeouts evict the Workload. (#16059, @j-skiba)\n- WaitForPodsReady: Individual Workloads can now set startup and recovery timeouts through timeoutSeconds and recoveryTimeoutSeconds in the kueue.x-k8s.io/wait-for-pods-ready annotation. Values cannot exceed waitForPodsReady.maxTimeoutOnWorkload. Requires the WorkloadLevelWaitForPodsReady feature gate. (#15503, @MaysaMacedo)\n- WaitForPodsReady: Report WorkloadWaitForScheduling when admitted workloads have unscheduled pods and WaitForPodsReadyUnscheduledTimeout is enabled. (#15434, @tenzen-y)\n- WaitForPodsReady: Workloads whose required Pods remain unscheduled are evicted after waitForPodsReady.unscheduledTimeout, measured from admission, and requeued after backoff. Requires a positive timeout and the WaitForPodsReadyUnscheduledTimeout feature gate. (#15402, @tenzen-y)\n- WorkloadAwareScheduler: Added the kueue.x-k8s.io/workload annotation to Pods created by Kueue-managed jobs when the SchedulerLibraryIntegration feature gate is enabled; previously only TopologyAwareScheduling added it. (#14551, @Singularity23x0)\n- WorkloadAwareScheduler: Delegated TAS node readiness and `spec.unschedulable` checks to the `scheduler-library` instead of applying them when building the TAS node cache. Controlled by the `SchedulerLibraryIntegration` feature gate, which is Alpha and disabled by default. (#14203, @alien1403)\n- WorkloadAwareScheduler: Scheduling simulations now include resources reserved by Workloads with TAS assignments before their Pods are scheduled. Real Pods and simulated Pods for the same Workload are not counted twice. Requires the SchedulerLibraryIntegration feature gate. (#15720, @alien1403)\n\n### Documentation\n\n- Website: Added a Light / Dark / System theme switcher to the documentation site. (#13492, @Shreesha001)\n\n### Bug or Regression\n\n- AFS: Fixed a bug that could modify cached Workload data while calculating LocalQueue fair-sharing usage, potentially producing inconsistent scheduling snapshots. (#13180, @aburan28)\n- AFS: Fixed a bug where LocalQueues with fairSharing.weight: 0 could be preferred for admission when AdmissionFairSharing was enabled. (#13481, @sumanthd032)\n- AFS: Fixed a bug where resource usage smaller than one milli-unit was truncated to zero before it could accumulate, so with a long `usageHalfLifeTime` the `consumedResources` for CPU and extended resources such as GPUs stayed at `0` permanently and were ignored by fair sharing. (#13621, @Shreesha001)\n- AFS: Fixed a bug where transient LocalQueue lookup errors in the heap comparator could flip the scheduling order between fair-sharing and priority-based, causing inconsistent workload admission when Admission Fair Sharing was enabled. (#13570, @sanskar-singh-2403)\n- AFS: Fixed a bug where workloads admitted via AdmissionChecks could keep their entry penalty permanently, inflating LocalQueue fair-sharing usage and deprioritizing later workloads. (#12786, @apullo777)\n- AFS: Fixed a bug where workloads could be scheduled in priority order instead of fair-sharing order when Admission Fair Sharing was enabled. (#16241, @abhayjoshi201)\n- AFS: Fixed entry-penalty accounting leaks that could inflate LocalQueue fair-sharing usage when a Workload was re-admitted or exited before settlement. (#14153, @apullo777)\n- AFS: Fixed pending Workload snapshot ordering when a referenced LocalQueue is missing. (#13427, @YQ-Wang)\n- AFS: Fixed preemption ordering for Workloads from same-named LocalQueues in different namespaces so that LocalQueue usage is considered. (#14547, @tomsen02)\n- AFS: Fixed stale fair-sharing usage caused by entry penalties being applied to non-usage-based ClusterQueues or reapplied during second scheduling passes. (#13844, @apullo777)\n- AFS: Fixed transient LocalQueue lookup errors causing a pending-Workload snapshot to mix\n  fair-sharing comparisons with standard queue ordering, resulting in a non-transitive comparator and inconsistent\n  admission order. When a lookup fails, the entire snapshot now falls back to standard queue ordering. (#13433, @YQ-Wang)\n- AdmissionChecks: Fix a bug where the Workload has an Admitted=True condition regardless of AdmissionCheck Rejection state. (#14309, @TapanManu)\n- AppWrapper: Added editor and viewer ClusterRoles for AppWrappers (#16096, @HsiuChuanHsu)\n- CLI: Fix kueuectl ClusterQueue resource-group validation to detect overlaps consistently and preserve distinct resource groups. (#14929, @DevaanshPathak)\n- CLI: Fix kueuectl version to honor --namespace when looking up the controller manager image. (#15963, @DevaanshPathak)\n- CLI: Fixed a bug where `create clusterqueue` silently dropped a `--borrowing-limit` or `--lending-limit` entry for a resource not listed in `--nominal-quota`, and rejected omitting a limit for some nominal-quota resources. Limits are now optional per resource, and a limit for a resource without a nominal quota is reported as an error naming the flag and resource. (#15433, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` accepted a resource listed more than once in the same `--nominal-quota`, `--borrowing-limit` or `--lending-limit` flag. The command now rejects the input with an error naming the resource and the flag. (#15514, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected a quota flag value with a trailing semicolon, such as `--nominal-quota \"alpha:cpu=1;\"`, with a misleading `invalid resource quota` error. The trailing semicolon is now accepted, as the flag's format validation already allowed it. (#15491, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected valid decimal quantities such as `cpu=1.5` or `memory=1.5Gi` in `--nominal-quota`, `--borrowing-limit` and `--lending-limit` with `invalid resources specification`. (#15299, @henry3260)\n- CLI: Fixed a bug where `kueuectl list pods --for pod/NAME` printed `No resources found` instead of listing the group members, when the Pod group name was stored in the `kueue.x-k8s.io/pod-group-name` annotation rather than the label. (#15739, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload --clusterqueue` never matched pending Workloads, so combining it with `--status pending` always returned no results. (#15336, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload` could print the JOB TYPE and JOB NAME columns in a random order for Workloads with multiple owner references, such as pod groups. (#15357, @henry3260)\n- CLI: Fixed a bug where `kueuectl list` with `-o yaml` or `-o json` produced invalid output when the result spanned more than one page (`KUEUECTL_LIST_REQUEST_LIMIT`, 100 by default). All pages are now merged into a single document. (#15348, @henry3260)\n- CLI: Fixed a bug where `list pods --for pod/NAME` printed `No resources found` for a Pod that is not part of a pod group. The command now lists that Pod itself. (#15435, @henry3260)\n- CLI: Fixed a bug where kueuectl delete workload could delete a recreated owner with a different UID. (#14831, @DevaanshPathak)\n- CLI: Fixed a bug where kueuectl list workload --for did not finish when -l included kueue.x-k8s.io/job-uid and no Workloads matched. It now reports no matching Workloads and exits. (#16040, @DevaanshPathak)\n- CLI: Fixed kueuectl list clusterqueue ignoring KUEUECTL_LIST_REQUEST_LIMIT. The command now uses the configured request limit and fetches results in pages. (#14864, @ErikJiang)\n- CLI: Fixed kueuectl list pods incorrectly treating any output format containing \"wide\" as -o wide, causing JSONPath and similar expressions to be silently ignored. (#15156, @DevaanshPathak)\n- CLI: Fixed shell completion for the `--clusterqueue` and `--localqueue` flags, which returned no suggestions once a positional argument was typed, for example in `kueuectl create localqueue NAME -c <TAB>`. `kueuectl delete workload` completion now also includes inactive Workloads. (#15375, @henry3260)\n- CLI: Fixed shell completion for  `kueuectl stop workload`  and  `kueuectl resume workload` , which continued suggesting additional Workload names after the single required name was entered, potentially producing commands rejected for too many arguments (#15449, @weizhoublue)\n- CLI: Fixed the `--status` flag help text and error message of `kueuectl list workload` to include the supported `quotareserved` value. (#15330, @henry3260)\n- CLI: kueuectl list pods --for ... now returns matching Pods in one PodList for -o json and -o yaml. Previously, each Pod was printed separately. (#15376, @weizhoublue)\n- ClusterQueue, Cohort & LocalQueue: Fixed a bug where the status was written to the API server on every reconcile even when nothing changed. Kueue now skips the update when the status is unchanged. (#15237, @henry3260)\n- ClusterQueue: Fixed a bug where a terminating ClusterQueue (one with a deletion timestamp still retained by the resource-in-use finalizer because workloads are reserving quota) stopped updating `status.pendingWorkloads`, `status.admittedWorkloads`, and `status.reservingWorkloads` and never set its `Active` condition to `Terminating`, leaving stale status. Kueue now keeps the status of a terminating ClusterQueue accurate. (#13680, @kaushik229)\n- Cohorts: Fixed a possible controller hang after an invalid Cohort hierarchy cycle update. ClusterQueues in a cyclic Cohort now surface a clear `CohortCycleDetected` condition instead of hanging. (#13774, @Dasmat13)\n- ConcurrentAdmission: Fix preemption ordering by waiting for more-preferred variants to be evaluated for admission before opening the preemption gate for a less-preferred variant. (#14272, @yuluo-yx)\n- ConcurrentAdmission: Fixed a bug where the preemption gate could still be opened for a less favorable Workload Variant while a more favorable one was waiting to be evaluated, when that Variant already carried a `QuotaReserved` condition with reason `PendingEvaluation`. The more favorable Variant stayed blocked until the preemption timeout expired. This completes the fix released in 0.19, which only covered Variants carrying no `QuotaReserved` condition at all. (#15553, @ivnovakov)\n- ConcurrentAdmission: Fixed a panic that left a parent Workload without variants when its name contained no \"-\". (#15781, @rjgoyln)\n- DRA: Fixed DeviceClass validation errors reporting a duplicated request field path with an incorrect request index in counter-based and capacity-based quota paths. (#13826, @cryo-zd)\n- DRA: Fixed a bug where a Workload that had been marked inadmissible kept reporting Requeued=False with reason Inadmissible after its DRA resources were resolved, because the condition was only cleared in memory and never written back. Kueue now persists Requeued=True with reason DRAResourcesResolved. (#15888, @PannagaRao)\n- DRA: Fixed a bug where a negative extended-resource request quantity (reachable only when the `WorkloadValidateResourcesAreNonNegative` validation is disabled, or on a Workload created before that validation existed) could be merged as a negative DRA quota charge, silently offsetting a legitimate charge on the same logical resource. Negative extended-resource requests are now dropped the same way zero-valued ones already are. (#14367, @pujitha24)\n- DRA: Fixed a bug where a workload requeued after backoff lost its DRA-preprocessed resources, causing the queue to fall back to raw pod-spec requests. (#13967, @vibhordubey333)\n- DRA: Fixed a bug where deactivating a pending Workload caused Kueue's internal resource adjustments (RuntimeClass overhead, LimitRange defaults, limits-derived requests) to be written back into the user's Workload spec. (#15095, @tomsen02)\n- DRA: Fixed a bug where extended resource quota could be charged against a DeviceClass the scheduler would not allocate from when multiple DeviceClasses share the same `extendedResourceName`. (#14044, @thc1006)\n- DRA: Fixed a startup crash when `KueueDRAIntegrationPartitionableDevices` or `KueueDRAIntegrationConsumableCapacity` feature gates are enabled but the ResourceSlice API (`resource.k8s.io/v1`) is not available on the cluster. (#13629, @MaysaMacedo)\n- DRA: Fixed config validation silently accepting capacity names with more than one slash, which produced a mapping that never matched any device. (#14951, @NasitSony)\n- DRA: Fixed quota undercount when two extended resource names sharing a deviceClassMappings key were requested by different containers in the same PodSet. (#14200, @pujitha24)\n- Deployment: The Workload of a Deployment-managed Pod now carries the Deployment UID in the `kueue.x-k8s.io/job-uid` label instead of the Pod UID, matching StatefulSet and LeaderWorkerSet. Gated by `DeploymentJobUIDLabel`, Beta and enabled by default. (#15641, @rjgoyln)\n- DynamicQuotaOrchestration: Fixed a bug where a waiting DQO could stay blocked from taking over a ClusterQueue after the previous owner's Distributed condition became False. (#15505, @thuongvu)\n- ElasticJobsViaWorkloadSlices & ProvisioningRequest: Fixed scale-from-zero admission for elastic jobs. Kueue now\n  omits zero-count PodSets, which are invalid in a ProvisioningRequest. If there are no other PodSets requiring ProvisioningRequests the AdmissionCheck is marked Ready. (#13975, @neilb-dotcom)\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could assign an incompatible ResourceFlavor when an elastic Workload was re-admitted with zero pods. Kueue now selects a flavor that supports the Workload’s per-pod resource requirements. (#15444, @prash2512)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where a replacement Workload slice was rejected when using a different ResourceFlavor for a PodSet that had zero Pods in the previous slice, leaving the Workload permanently Pending. Controlled by the `ElasticJobsViaWorkloadSlicesFlavorChangeFromZero` feature gate. (#16400, @neilb-dotcom)\n- ElasticJobsViaWorkloadSlices: Fixed elastic jobs (e.g. autoscaling RayClusters via `ElasticJobsViaWorkloadSlices`) leaving scaled-up pods stuck `SchedulingGated` after the origin workload slice was deleted. (#14139, @dinhxuanvu)\n- ElasticJobsViaWorkloadSlices: Fixed the bug that changes to the `kueue.x-k8s.io/priority-class` label were not\n  reflected on the live Workload slices. (#13780, @thc1006)\n- ElasticJobsViaWorkloadSlices: Wait for an evicted Job's active Pods to stop before releasing the reservation when a scale-up slice is pending. (#15661, @garg02)\n- FailureRecovery: Fixed a bug where, with the FailureRecoveryPolicy feature gate enabled, Kueue added a duplicate KueueFailureRecovery Pod condition and emitted a duplicate KueueForcefullyDeleted warning event\n  every time it reconciled a Pod stuck in termination. Kueue now sets the condition once and emits the event only when the condition changes. (#16033, @ErikJiang)\n- FairSharing: Fix a bug where Kueue could miss valid preemption targets after selecting workloads from the preemptor's own ClusterQueue and lowering its DRS. The fix is guarded by the Alpha `FairSharingReevaluatePreemptionCandidates` feature gate, which is disabled by default. Enabling the gate may increase exposure to the known fair-sharing preemption-loop issue tracked in #14543. (#14128, @lightZebra)\n- FairSharing: Skip the FairSharing preemption tournament when the preemptor's dominant resource share is +Inf, since no candidate can be preempted, avoiding wasted per-candidate evaluation and its V(4) log volume. (#14490, @venuchitta)\n- Fix a bug where invalid PodSet info errors to report the expected and actual PodSet counts in the correct order. (#13671, @cryo-zd)\n- Fixed a bug where a prebuilt or externally created Workload could be treated as equivalent to its Job even when the Job's pod template declared pod-level `resources` or `resourceClaims` that the Workload's PodSet omitted, letting the Workload reserve less quota than its Pods actually request. (#14436, @pujitha24)\n- Fixed a bug where a transient ProvisioningRequest or PodTemplate creation error could remain in Workload status and later be reported as the cause of an unrelated deactivation. (#13785, @apullo777)\n- Fixed a bug where deleting a child object whose owner was already deleted (e.g. mixed foreground/background propagation during namespace teardown) could leave the child stuck in Terminating, because Kueue webhooks denied the garbage collector's finalizer-removal request with \"workload owner not found\". The tolerance applies only to objects already being deleted, and is gated by the new `SkipAncestorCheckForDeletedWorkloads` feature gate (Beta, enabled by default). (#13857, @tomsen02)\n- Fixed a bug where elastic-job worker pods could remain SchedulingGated for up to ~90s after a scale rollover when the ungater requeued a slice that had already finished. (#14261, @dinhxuanvu)\n- Fixed a bug where, with TASFailedNodeReplacementFailFast disabled, replacement pods for a workload whose node became unhealthy were ungated onto that same unhealthy node and immediately terminated, exhausting the pod recreation budget instead of waiting for a replacement domain. (#14099, @varunsyal)\n- Fixed a controller panic triggered by Namespace updates after a ClusterQueue failed to initialize because its Cohort had a cycle. (#13571, @YQ-Wang)\n- Fixed a quantity larger than `int64` on a resource other than `cpu` being converted to a number of another magnitude, or of another sign, when Kueue computes a Workload's requests. A large enough resource transformation product could arrive negative and then be floored to zero, so the Workload was admitted against no quota at all. (#14042, @thc1006)\n- Fixed elastic job pods being ungated against a workload slice that was already being evicted, which allowed more pods to start than the slice still holding the reservation granted. (#13914, @thc1006)\n- Fixed missing UpdatedWorkload event when the AdmissionGatedBy annotation is propagated from a StatefulSet to its Workload. (#13931, @Shreesha001)\n- Fixed overly broad ClusterRole permissions by scoping webhook configuration and CRD access to only Kueue's own resources using `resourceNames` (#13098, @prash2512)\n- Fixed resource totals wrapping to a negative number when two contributions to the same resource sum past the int64 range. Both Requests implementations now saturate in Add and Sub, as they already did in Mul, so an unrepresentable total is no longer read as an empty request. (#14100, @thc1006)\n- HA: Fix a data race between concurrent reconciles in non-leading replicas, where the leader-aware decorator used one shared object as the destination for every lookup. (#13978, @thc1006)\n- HA: Fix the leader election lease client sharing the client-side rate limiter with the controllers, which could delay lease renewals under a low `clientConnection.qps` and restart the manager with \"leader election lost\". (#15538, @KR-Ravindra)\n- Helm: Add `kueueViz.{backend,frontend}.ingress.tlsEnabled` to explicitly enable or disable TLS independently of `tlsSecretName`, allowing TLS without a chart-managed Secret. When unset, the existing `tlsSecretName`-based behavior is preserved. (#13784, @meln5674)\n- Helm: Fix a bug where user-defined metricsService labels are not propagated to the rendered manifests. (#14999, @HsiuChuanHsu)\n- Helm: Fixed ServiceMonitor metrics scraping to verify the cert-manager-issued certificate when enableCertManager is true and no custom tlsConfig is set. (#16252, @HsiuChuanHsu)\n- Helm: Fixed a bug where an empty `kueueViz.backend.ingress.host` generated an invalid WebSocket URL. The chart now uses the same `backend.kueueviz.local` default as the KueueViz Ingress. (#15242, @HsiuChuanHsu)\n- Importer: Fixed a bug where `importer import --concurrent-workers=0` could report success without checking or importing any pod. The importer now rejects the flag with an error asking for at least 1 worker. (#15490, @henry3260)\n- Importer: Fixed a bug where the Pod importer picked a single ResourceFlavor for the whole Pod, so Pods whose resources map to different flavors could be imported with a wrong flavor assignment. Flavors are now resolved per requested resource. (#12924, @mszadkow)\n- Importer: Fixed a bug where the importer reported success and exited 0 when listing Pods failed, for example due to insufficient RBAC or a wrong namespace. The importer now returns an error in that case. (#15484, @henry3260)\n- JAXJob & TrainJob: Fixed a bug where jobs deactivated by Kueue were not deleted after the `objectRetentionPolicies.workloads.afterDeactivatedByKueue` period because Kueue lacked the `delete` permission on these resources. (#15565, @henry3260)\n- Job: Fixed a bug where a Job with `parallelism` greater than `completions` could release the quota of its still-running Pods once some Pods succeeded, allowing the ClusterQueue to admit Workloads beyond its quota. (#16111, @henry3260)\n- Job: Fixed a bug where failed indexes of Indexed Jobs using \"backoffLimitPerIndex\" continued to hold quota after being recorded in \"status.failedIndexes\". (#13486, @garg02)\n- Job: Reject partial-admission minimum parallelism values outside the int32 range. (#15499, @cryo-zd)\n- JobFramework: Fix a nil pointer dereference and unauthorized deletion/modification of foreign Workloads in the job framework: FindMatchingWorkloads now only considers Workloads controlled by the reconciled job. Workloads with non-controller ownerReferences to a served job previously caused a permanent reconcile error-loop for that job, and Workloads controlled by other objects could be deleted or have their spec overwritten by kueue. (#13573, @Mayveskii)\n- JobFramework: Fixed ancestor resolution to verify that each controller ownerReference's UID matches the referenced object. Previously an object whose ownerReference named a Kueue-managed ancestor with a stale or mismatched UID was treated as managed by that ancestor and was skipped by Kueue (not suspended/gated and no Workload created). (#13802, @vladikkuzn)\n- JobFramework: Kueue no longer suspends managed child jobs based on the ancestor Workload’s state when SkipChildJobSuspension is enabled. (#16370, @kevin85421)\n- KueueViz: Fix Workloads page crash when no workloads exist by adding the missing Alert import. (#16394, @Dasmat13)\n- KueueViz: Fixed a bug that displayed thousands of duplicate error notifications when a Workload was preempted. Users receive a single notification for each preemption. (#13175, @Vaishnav88sk)\n- KueueViz: Fixed a bug where the dashboard failed to load when no backend WebSocket URL was configured. (#15293, @HsiuChuanHsu)\n- KueueViz: Fixed an incorrect WebSocket 1005 error message shown after selecting a namespace on the dashboard. (#14788, @mykysha)\n- KueueViz: Fixed crashes that occurred when the UI displayed error details containing values that could not be serialized. (#13984, @Dasmat13)\n- Kueuectl: Fixed a bug where `kueuectl list workload --for TYPE/NAME` listed all workloads in the namespace when the referenced resource did not exist. It now prints only \"No resources found\". (#15248, @henry3260)\n- LeaderWorkerSet & StatefulSet: Fixed a bug where evicted Workloads with no remaining Pods kept their quota reserved. Kueue now releases that quota. (#14578, @gola)\n- LeaderWorkerSet & StatefulSet: Fixed a bug where, during a rolling update, Pods at the current revision were ungated before the Workload was admitted, so they could run without quota, and StatefulSet Pods recreated during the rollout could stay gated indefinitely. Kueue now ungates these Pods only when the Workload is admitted. (#16329, @henry3260)\n- LeaderWorkerSet & StatefulSet: Fixed reconciliation errors in one independent branch cancelling the other branches. \n  LeaderWorkerSet Workload creation, update, and deletion branches now continue independently, as do StatefulSet \n  Pod finalization and Workload reconciliation. (#13921, @thc1006)\n- LeaderWorkerSet: Fixed a bug where a rolling update with a percentage `maxSurge` (such as `50%`) had its surge groups' Workloads deleted while those groups were still running. The value was read as zero, so Kueue treated the update as having no surge. (#14405, @thc1006)\n- LeaderWorkerSet: Fixed a bug where pods recreated from a LeaderWorkerSet whose pod templates were never stamped with the `kueue.x-k8s.io/queue-name` label stayed permanently scheduling-gated, eventually deactivating the Workload. (#14138, @anguszzzz)\n- LeaderWorkerSet: Fixed a race when an existing Workload’s queue name and the LWS’s\n  kueue.x-k8s.io/admission-gated-by annotation changed during the same reconciliation. Kueue now persists both\n  changes atomically, preventing the Workload from entering the queue without its admission gate if the second\n  update is delayed or fails. (#14143, @tenzen-y)\n- MPIJob: Fixed TAS defaulting for runLauncherAsWorker jobs with missing or additional replica-spec entries, preventing a webhook panic and preserving rank-based topology placement. (#14421, @thc1006)\n- MPIJob: Hardened `orderedReplicaTypes` against a nil `ReplicaSpec` value in `mpiReplicaSpecs`, avoiding a nil pointer dereference if such an object is ever constructed. Kubernetes API server schema pruning already prevents this from being reached through normal cluster usage. (#13714, @pujitha24)\n- ManagedJobsNamespaceSelector: Fixed a bug that added the queue-name label and suspended Jobs in excluded namespaces. Jobs in excluded namespaces are left unchanged. (#13375, @PannagaRao)\n- MultiKueue & LeaderWorkerSet: Fixed a bug that prevented workloads from using PrebuiltWorkloads whose names exceeded the 63-character label limit when \"WorkloadIdentifierAnnotations\" was disabled. Kueue falls back to annotations for these Workloads. (#13636, @Dasmat13)\n- MultiKueue: Fixed a bug where a remote workload finishing with reason\n  OwnerNotFound was mirrored back verbatim, permanently finishing the manager\n  Workload and leaving the manager Pod's scheduling gates stuck. Such finishes\n  are now treated as a sync failure and reset for re-dispatch, matching\n  existing OutOfSync handling. (#14997, @NasitSony)\n- MultiKueue: Fixed a bug where a stale `status.nominatedClusterNames` could cause Server-Side Apply field manager conflicts with external dispatchers. Kueue now clears the field through a MutatingAdmissionPolicy when a Workload is admitted or evicted. (#13749, @vic-comm)\n- MultiKueue: Fixed a bug where completed Jobs were dispatched again when TTL cleanup deleted the worker Job before the manager recorded completion. New worker Jobs omit spec.ttlSecondsAfterFinished when MultiKueueBatchJobClearingTTLSecondsAfterFinishedOnWorkerCluster is enabled. (#14734, @kevin85421)\n- MultiKueue: Fixed a bug where observedGeneration on a MultiKueueCluster’s Active condition was not updated after configuration changes that left the condition’s status unchanged. It now records the latest evaluated generation. (#15962, @weizhoublue)\n- MultiKueue: Fixed a bug where scaling an elastic job managed through workload slices could delete the running remote objects of the replaced slice mid-handover, disrupting the job's pods. The replaced slice is now finished with reason `WorkloadSliceReplaced`, matching the scheduler, so its remote objects are kept during the handover. (#13489, @kevin85421)\n- MultiKueue: Fixed a bug where the WorkloadPriorityClass controller incorrectly updated the priority of MultiKueue remote workloads when a WorkloadPriorityClass value changed. Remote workloads are now skipped during priority synchronization. (#14963, @weizhoublue)\n- MultiKueue: Fixed a bug where the quota automation condition could retain a stale ObservedGeneration after a ClusterQueue spec update. Kueue now refreshes it after successful evaluation. (#16140, @weizhoublue)\n- MultiKueue: Fixed an issue where remote-cluster watcher goroutines could continue running after a worker cluster was removed, disconnected, or reconfigured. (#13705, @andrewseif)\n- MultiKueue: Fixed stale observedGeneration on the AdmissionCheckActive condition after updating to a MultiKueueConfig that preserves the cluster health result. (#14838, @cryo-zd)\n- MultiKueue: Fixed watch establishment to prevent timeouts from blocking indefinitely on delayed watch responses. (#14020, @Dasmat13)\n- MultiKueue: RayJob worker-side autoscaling now reacts directly to child RayCluster updates instead of waiting for RayJob status propagation. (#16315, @kevin85421)\n- MultiKueue: The example `create-multikueue-kubeconfig.sh` now grants `update` and `patch` on `ray.io/rayclusters` to the MultiKueue worker ServiceAccount. Without this, elastic RayCluster worker-group replica changes made on the management cluster (via the `ElasticJobsViaWorkloadSlices` feature gate) were rejected on the worker cluster with a 403 Forbidden and never propagated. (#13649, @kevin85421)\n- MultiKueue: The example worker-cluster RBAC generated by `create-multikueue-kubeconfig.sh` now grants `update` on `workloads`, which is required to propagate scale-down of elastic workloads (`ElasticJobsViaWorkloadSlices`) to the worker cluster. Without it, scaling an elastic workload down failed with a Forbidden error and the Workload reconcile looped. (#13692, @kevin85421)\n- MultiKueue: Truncate quota automation condition messages so unsupported manager/worker resource configurations can be reported successfully. (#14985, @cryo-zd)\n- MultiKueue: an elastic RayCluster (ElasticJobsViaWorkloadSlices) managed by MultiKueue is now rejected at admission if `enableInTreeAutoscaling` is set. Previously such a RayCluster was accepted but deleted right after admission due to inconsistent autoscaler-sidecar accounting between the manager and the worker. (#13244, @kevin85421)\n- MultiKueue: share one rate limiter across per-worker MultiKueue REST clients. (#15310, @weizhoublue)\n- Observability: Aligned controller logger names so that event-handler and reconcile logs of the same controller share one name. Core controllers use `<kind>-reconciler` (for example `clusterqueue-reconciler`), and the `multikueue`, `provisioning` and `tas` controllers use `<subcomponent>-<kind>-reconciler` (for example `multikueue-workload-reconciler`, `tas-node-reconciler`). Log filters that match on the previous logger names need to be updated. (#15259, @henry3260)\n- Observability: FairSharing preemption logs at verbosity 4 now group candidate evaluations into one entry per ClusterQueue. Dominant resource share values are written as strings, including +Inf. (#14348, @venuchitta)\n- Observability: Fixed Admitted events reporting 0s when quota was reserved before admission. Events now show the actual time between quota reservation and admission. (#15829, @Kunal241207)\n- Observability: Fixed `kueue_pod_scheduling_gate_removal_seconds` observing negative durations when the controller clock trails the apiserver clock. The negative observations made the histogram's `_sum` decrease, which broke `rate()` over that series. (#14474, @Antrikshgwal)\n- Observability: Fixed a bug where Kueue metrics could silently report incorrect quota and usage values for very large resource quantities due to integer overflow, potentially misleading dashboards and alerts. Metrics now preserve large values correctly and report unlimited quotas as \"+Inf\". (#13585, @benkermani)\n- Observability: Fixed a bug where a LocalQueue could continue reporting stale admitted/reserving workload counts and resource usage after its referenced ClusterQueue was deleted. (#13708, @andrewseif)\n- Observability: Fixed a bug where the `kueue_cluster_queue_resource_pending` metric could be permanently inflated when a LocalQueue resync pushed a workload that was already tracked as inadmissible in the ClusterQueue. (#13660, @RooobinYe)\n- Observability: Fixed a bug where the `kueue_pod_scheduling_gate_removal_seconds` metric was missing the `replica_role` label (`leader`, `follower`, or `standalone`) carried by the other Kueue metrics. (#14488, @gangadhar-res)\n- Observability: Fixed a bug where the `kueue_ready_wait_time_seconds`, `kueue_admitted_until_ready_wait_time`, `kueue_local_queue_ready_wait_time_seconds` and `kueue_local_queue_admitted_until_ready_wait_time_seconds` metrics were emitted after failure recovery, skewing the metric towards longer wait times. (#14626, @kshalot)\n- Observability: Fixed a panic that could crash the manager when `CustomMetricLabels` is enabled with a ClusterQueue-sourced label and a Pod's Kueue scheduling gate is removed. (#14419, @thc1006)\n- Observability: Fixed kueue_cohort_subtree_admitted_active_workloads after Cohort hierarchy changes so it reflects admitted Workloads in the current subtree. (#16398, @apullo777)\n- Observability: Scheduling hash re-computations are now logged at V5 via the contextual logger. (#15055, @apullo777)\n- Pending Workloads rejected by a LimitRange are requeued when the LimitRange's max, min, or maxLimitRequestRatio change, or the LimitRange is deleted. (#14967, @tomsen02)\n- Pod: Fixed a bug where Pod groups could receive different ResourceFlavor assignments depending on client-provided role-hash values. PodSets are now ordered by scheduling shape rather than role-hash, making flavor assignment deterministic. Controlled by the `PodGroupSchedulingShapeOrdering` feature gate (Beta, enabled by default). (#14809, @amirialy)\n- Pod: Fixed a bug where a pod group could be evicted after `waitForPodsReady.recoveryTimeout` once one of its pods completed, because a succeeded pod was counted as not ready. Succeeded pods now count as ready for `PodsReady`. The previous behavior can be restored by disabling the `PodIntegrationCountSucceededPodsAsReady` feature gate (Beta, enabled by default). (#15734, @henry3260)\n- Pod: Fixed a bug where a serving pod group's evicted pod could be left stuck in `Terminating` forever, since its `kueue.x-k8s.io/managed` finalizer was only removed for a Workload deletion, not for other evictions (e.g. a `recoveryTimeout` eviction). This could cause a legitimate replacement pod to be deleted as excess instead, or permanently block a same-name (StatefulSet-owned) replacement from ever being created. Kueue now removes the finalizer as soon as an evicted pod has actually terminated. (#14632, @mszadkow)\n- Pod: No Workload is (re)created for a pod group whose pods are all terminating once no Workload remains, and the pods' remaining Kueue finalizers are removed so stuck teardowns complete; previously such a pod could regain a permanently unschedulable Workload built from its admission-mutated spec. (#15154, @anguszzzz)\n- PodGroup integration: Fixed a bug where a Pod could bypass ClusterQueue quota by setting `kueue.x-k8s.io/pod-group-name` to another Workload's name. Kueue now only adopts Workloads created by the pod-group framework (stamped with `kueue.x-k8s.io/is-group-workload`), and no longer finalizes a foreign Workload that merely shares the pod group name, which previously marked it Finished and released its quota while its pods were still running. (#13960, @vladikkuzn)\n- ProvisioningRequest: Fix an infinite ProvisioningRequest create/delete loop for workloads whose generated request name needed truncation. (#14916, @vladikkuzn)\n- ProvisioningRequest: Fixed a bug where a pre-existing `PodTemplate` at the deterministic provisioning name could be referenced verbatim, letting a user who can write `PodTemplate` objects decouple the capacity requested from Cluster Autoscaler from the quota-checked Workload PodSets. Kueue now replaces divergent specs with Kueue derived contents. Gated by `EnforceProvisioningPodTemplateContents` (enabled by default). (#13015, @vladikkuzn)\n- ProvisioningRequest: Fixed a bug where the `Active` condition's `observedGeneration` on a ProvisioningRequest AdmissionCheck was not updated when a configuration change kept the check healthy, leaving `observedGeneration` permanently behind `metadata.generation`. (#14931, @weizhoublue)\n- RBAC: Fixed a bug where a subject bound to `kueue-batch-admin-role` had no access to `AdmissionCheck`, `MultiKueueCluster`, `MultiKueueConfig`, `ProvisioningRequestConfig` and `WorkloadPriorityClass` (#16028, @HsiuChuanHsu)\n- Ray integrations: Reject Kueue-managed jobs whose head Pod has no containers during admission. (#16067, @kevin85421)\n- RayCluster: Improved the error message for autoscaling RayClusters that are not configured as elastic jobs. It now tells users to enable ElasticJobsViaWorkloadSlices and set kueue.x-k8s.io/elastic-job to \"true\". (#13996, @kevin85421)\n- RayJob, RayCluster, RayService, and SparkApplication: Fixed a bug where removing the `kueue.x-k8s.io/queue-name` label from an unsuspended job was accepted, so the job stopped being managed by Kueue while its pods kept running and its resources were no longer counted against quota. Removing the label is now rejected, both from an unsuspended job and from a suspended job in a namespace with a default LocalQueue. Controlled by the `ValidateRayAndSparkJobUpdates` feature gate, which is Beta and enabled by default. (#13293, @ivnovakov)\n- RayJob: Fixed a bug where Workloads created for KubeRay RayJobs that ended in `ValidationFailed` could remain admitted and continue holding quota indefinitely. (#13415, @amirialy)\n- RayJob: Fixed a bug where a RayJob using the default submitter Job (`submissionMode: K8sJobMode` without `submitterPodTemplate`) and a head Pod template with no containers caused the Kueue webhook and reconciler to panic. Kueue now returns an error instead. (#16055, @henry3260)\n- RayService: Fixed a bug where elastic (autoscaling) RayService pods could stay stuck in `SchedulingGated` on `kueue.x-k8s.io/elastic-job` after the origin workload slice was deleted, leaving the RayCluster below its desired replica count. (#14703, @kevin85421)\n- ResourceTransformations × DRA: Fixed negative generated totals so they no longer reduce retained Pod requests or DRA logical-resource charges. Negative outputs can still offset other generated outputs, and contributions to the same resource are now summed deterministically. Also fixed `multiplyBy` to scale generated outputs only; with `Retain`, the original input quantity remains unchanged. (#13986, @thc1006)\n- ResourceTransformations: Fixed a bug where excluding a transformation input could let a workload bypass ClusterQueue quota accounting. Kueue now accounts for the transformed output. (#16041, @weizhoublue)\n- ResourceTransformations: Fixed incorrect transformed quota accounting when an excluded resource was used as a multiplier. Kueue now applies the multiplier while excluding the resource from direct quota accounting. (#15954, @weizhoublue)\n- Scheduler: The scheduler now persists NoMatchingFlavor for workloads that request both covered and uncovered resources. (#15304, @PannagaRao)\n- Scheduling: Fix a bug in BestEffortFIFO where a workload with failed preemption could remain sticky at the queue head. (#14863, @vic-comm)\n- Scheduling: Fix preemption thrashing/loops caused by desynchronized eviction completion times by prioritizing preemptor workloads at the head of the scheduling queue. This is guarded by the PrioritizePreemptorWorkloads Alpha feature gate, disabled by default. (#13797, @Nilsachy)\n- Scheduling: Fix workloads becoming stranded after scheduling snapshot failures, and stale pending accounting when a LocalQueue moves to another ClusterQueue. (#13885, @apullo777)\n- Scheduling: Fixed a bug that could leave workloads pending when preemption target selection omitted `pods` quota or used the spec count for a partially admitted workload-slice replacement. Kueue now sizes preemption targets using the assigned counts and resources. (#16167, @apullo777)\n- Scheduling: Fixed a bug where PreemptionOverBorrowing selected a ResourceFlavor with no preemption candidates instead of another flavor that could admit the Workload. (#13616, @YQ-Wang)\n- Scheduling: Fixed a bug where Workloads differing only in PodSet names formed separate equivalence classes, so BestEffortFIFO queues re-evaluated each one individually and admission slowed on busy clusters. Controlled by the new SchedulingEquivalenceHashingIgnorePodSetName gate, enabled by default. (#14784, @venuchitta)\n- Scheduling: Fixed a bug where Workloads repeatedly retried one ResourceFlavor without trying the others. This fix is controlled by the FlavorFungibilityPreserveScanProgress feature gate. (#13956, @varunsyal)\n- Scheduling: Fixed a bug where a Workload deactivated with a derived `DeactivatedDueTo<Cause>` reason (such as `DeactivatedDueToRequeuingLimitExceeded`) could remain stuck after reactivation because its `WorkloadRequeued` condition was not transitioned. Such Workloads are now reactivated correctly. (#14874, @adibmbrk)\n- Scheduling: Fixed a bug where a Workload whose usage reached `math.MaxInt64` in a resource was counted as unlimited, so removing it together with another Workload left the ClusterQueue, LocalQueue and Cohort usage below the real value until the controller restarted. Quota, `borrowingLimit` and `lendingLimit` values past that range are now accounted exactly rather than as unlimited, so an oversized lending limit keeps the difference local and an oversized borrowing limit still bounds borrowing; metrics still report `+Inf` at or past `math.MaxInt64`. (#15026, @thc1006)\n- Scheduling: Fixed a bug where editing the `nodeTaints` of a non-TAS ResourceFlavor did not retry workloads that had been made inadmissible by the taint, leaving them pending until an unrelated event triggered a retry. (#13670, @tomsen02)\n- Scheduling: Fixed a bug where editing the `tolerations` or `nodeLabels` of a non-TAS ResourceFlavor did not retry workloads that had been left inadmissible by the previous spec, leaving them pending until an unrelated event triggered a retry. (#13734, @tomsen02)\n- Scheduling: Fixed a bug where negative container resource requests or limits\n  could create artificial ClusterQueue quota credit, allowing Workloads to bypass\n  configured quota limits. Kueue now floors negative values to zero during quota\n  accounting and rejects them during Workload validation by default. The\n  validation is controlled by the Beta\n  `WorkloadValidateResourcesAreNonNegative` feature gate. (#12838, @vladikkuzn)\n- Scheduling: Fixed a bug where preemption for workloads with non-adjacent members of a kueue.x-k8s.io/podset-group-name group could use incorrect resource requests or flavors, causing a scheduler panic or leaving a Workload pending. Kueue now matches PodSets by name. (#16273, @apullo777)\n- Scheduling: Fixed a bug where requeueing a Workload recomputed its scheduling equivalence hash even when neither the Workload nor its effective resource requests had changed, adding avoidable CPU and allocation overhead on the scheduler's requeue path. (#14958, @apullo777)\n- Scheduling: Fixed a bug which would charge the quota based on the LimitRange (if specified) for workloads\n  with only limits specified. That could create a mismatch between the charged quota and the resources actually\n  used by the running Pods. (#15023, @tomsen02)\n- Scheduling: Kueue now recomputes an assignment calculated during nomination if its preemption targets overlap\n  with targets selected for workloads processed earlier in the same scheduling cycle. This fixes a starvation scenario\n  in which a large “hero” workload, on a busy cluster, could repeatedly conflict with earlier workloads on preemption\n  targets and remain unscheduled; see #13320 for details.\n  \n  The behavior is controlled by the Beta `RecomputeAssignmentUponPreemptionTargetsOverlap` feature gate. (#13863, @pajakd)\n- SparkApplication: Fixed a bug where a SparkApplication that only set the SparkApplication-level `spec.nodeSelector` permanently lost it after the first eviction, letting the driver and executor pods be scheduled onto any node once re-admitted. The selector is now recorded in the Workload PodSets, so it also participates in ResourceFlavor matching. (#15649, @henry3260)\n- SparkApplication: Fixed a bug where a SparkApplication with `restartPolicy` `OnFailure` or `Always` could run outside ClusterQueue quota after the Spark operator retried a failed submission. Kueue now keeps the Workload admitted while the application is in `SUBMISSION_FAILED`. (#16364, @henry3260)\n- SparkApplication: Fixed a bug where errors adding volumes or volume mounts to driver and executor Pods were silently ignored. Configuration errors are reported during reconciliation instead. (#13548, @onkar717)\n- SparkApplication: Fixed a bug where workloads using dynamic allocation could remain unready after executor scale-down. Workloads are now considered ready when the configured minimum number of executors is running. (#14505, @zhengchenyu)\n- StatefulSet: Fixed a bug that allowed invalid TAS annotations in StatefulSet updates when TopologyAwareScheduling is enabled. Kueue now validates TAS metadata during updates. (#16039, @thuongvu)\n- StatefulSet: Fixed a bug where changing the `kueue.x-k8s.io/queue-name` label after the Pods were ungated but before any was Ready made the StatefulSet reconciler fail on every retry, and could keep a Pod scheduling-gated during a rolling update. Kueue now only updates the queue name on Pods that are still gated. (#16270, @henry3260)\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero and then back up to a different number of replicas left the Workload with the original pod count, causing it to be admitted and charged quota for the wrong number of pods. (#15279, @sohankunkerkar)\n- TAS × ElasticJobsViaWorkloadSlices: Fix double-counting of a replaced elastic Workload slice's topology usage, which could incorrectly classify growth that fits as requiring preemption. (#15579, @garg02)\n- TAS × ElasticJobsViaWorkloadSlices: Fix elastic replacement Pods remaining topology-gated because the ungater used stale slice admission or inconsistent expectation keys. (#15578, @garg02)\n- TAS: Fix a bug where StatefulSet integration didn't validate pod template metadata for topology annotations. (#15857, @weizhoublue)\n- TAS: Fix node replacement on clusters where a Node's `kubernetes.io/hostname` label differs from its object name. A Ready node is no longer reported in `status.unhealthyNodes`, and a failed node's workloads are now evicted. (#15575, @rishabhsai)\n- TAS: Fixed a bug that could cause workload admission to fail with topology level not specified when the unconstrained topology annotation was set to \"false\". Kueue now rejects this value when the TASRejectFalseUnconstrainedTopology feature gate is enabled. (#15262, @cryo-zd)\n- TAS: Fixed a bug that could prevent admission of otherwise feasible LeaderWorkerSet workloads when the selected leader domain reduced the capacity available to workers. For example, a 1-CPU leader and four 2-CPU workers can now be placed across 2-, 4-, and 3-CPU hosts in one rack by assigning the leader to the 3-CPU host, leaving capacity for all four workers. (#13383, @YQ-Wang)\n- TAS: Fixed a bug where a Node or TAS ResourceFlavor change requeued inadmissible Workloads in every ClusterQueue instead of only the ClusterQueues that use that flavor. (#16152, @sohankunkerkar)\n- TAS: Fixed a bug where a PodSet group whose leader and workers use different Pod templates could be admitted to a domain the leader cannot run in, leaving it Pending while the Workload held quota. Gated by `TASLeaderPodSetFeasibility`. (#15447, @sohankunkerkar)\n- TAS: Fixed a bug where a completed PodSet in a multi-PodSet workload kept its topology domain occupied, preventing admission of pending workloads that had sufficient quota. This behavior is gated by the ReclaimablePods feature gate. (#15219, @kshalot)\n- TAS: Fixed a bug where a grouped PodSet (e.g. an LWS leader) with no requests for the TAS-managed resource was rejected with \"no TAS flavor assigned\". (#12562, @mszadkow)\n- TAS: Fixed a bug where a node whose hostname matched the value of the topology's top level was silently excluded from placement. The node stayed Ready with free capacity but never received pods, because its domain was recorded as its own parent and never registered as a topology root. (#14010, @akshay-pm)\n- TAS: Fixed a bug where cross-flavor TAS usage was matched against topology domains a ResourceFlavor does not hold, adding redundant per-node work and V(3) log lines to every scheduling cycle. (#14174, @venuchitta)\n- TAS: Fixed a bug where in-place pod resize or node migration of a non-TAS pod on a TAS-relevant node never updated the scheduler's usage cache, causing TAS workloads to see stale capacity until the pod terminated. (#13764, @sohankunkerkar)\n- TAS: Fixed a bug where inadmissible TAS workloads were not automatically requeued when non-TAS pods terminated, potentially leaving workloads stuck pending despite available capacity. (#8709, @sohankunkerkar)\n- TAS: Fixed a bug where node replacement treated sibling topology domains with a common string prefix as the same domain. (#14292, @tomsen02)\n- TAS: Fixed a bug where node replacement waited for running Pods from other Workloads or unmanaged Pods\n  on the failed node. Kueue now checks only the affected Workload’s Pods when TASReplaceNodeOnPodTermination\n  is enabled. (#15365, @tenzen-y)\n- TAS: Fixed a bug where preemption was not attempted when the only thing blocking a Workload was a conflict held by the Workload that would be preempted, such as a host port. Affects clusters with SchedulerLibraryIntegration enabled. (#15436, @sohankunkerkar)\n- TAS: Fixed a bug where preemption-target recomputation used outdated resource usage for ResourceFlavors that share nodes. Kueue now updates usage for all affected flavors. This applies when TASHandleOverlappingFlavors and RecomputeAssignmentUponPreemptionTargetsOverlap are enabled. (#14366, @tenzen-y)\n- TAS: Fixed a bug where replacing an unhealthy node could assign a workload to a node already claimed by another workload in the same scheduling cycle, leaving its pod permanently Unschedulable until the PodsReady timeout evicted it. (#14572, @varunsyal)\n- TAS: Fixed a bug where resource accounting was incorrect after a ResourceFlavor was deleted and recreated, including ClusterQueues with multiple TAS flavors, allowing workloads to be admitted against topology capacity already used by other admitted workloads. (#13606, @tomsen02)\n- TAS: Fixed a bug where scaling up an elastic workload (`ElasticJobsViaWorkloadSlicesWithTAS`) with a leader/workers pod set group could overwrite the running leader pod's `TopologyAssignment` with a newly computed placement, causing the leader pod to be restarted and lose state. Kueue now preserves the leader's existing assignment and only places the newly added workers. (#13574, @RooobinYe)\n- TAS: Fixed a bug where the scheduler panicked and crash-looped when logging the snapshot at verbosity `>= 6`, if a topology domain had capacity but no admitted TAS workloads. (#13560, @venuchitta)\n- TAS: Fixed a bug where updating `spec.nodeTaints` on a ResourceFlavor with `spec.topologyName` set did not retry inadmissible workloads, leaving them Pending until an unrelated event triggered a requeue. (#13647, @tomsen02)\n- TAS: Fixed a bug where workloads were rejected when a node capacity-to-request ratio exceeded the int32 range and the VectorizedResourceRequests feature gate was disabled. (#13528, @tomsen02)\n- TAS: Fixed a bug where, with the `SchedulerLibraryIntegration` feature gate enabled, ResourceFlavor tolerations and admission-check PodSetUpdates (for example a ProvisioningRequest nodeSelector) were not applied to the simulated pod, so a workload could stay pending on a tainted node or be assigned to a node its nodeSelector excludes. (#15456, @nsega)\n- TAS: Fixed an issue in queue management where workloads requiring a second pass of scheduling could be pre-queued multiple times concurrently, causing duplicate backoff timer callbacks. (#13745, @j-skiba)\n- TAS: Fixed an issue where workloads taking a second pass to complete a delayed topology assignment or replace a failed node could lose their existing quota reservation when `waitForPodsReady.blockAdmission` was enabled. Replacing a failed node could also clear the admission of a running workload. (#13685, @apullo777)\n- TAS: Fixed inconsistent use of the vectorized `SliceRequests` implementation introduced in #2953 to \n  optimize TAS hot paths. The remaining direct uses of `MapRequests` in non-hot paths are now replaced\n  with the `Requests` abstraction, with the implementation selected by factory functions based on the\n  `VectorizedResourceRequests` feature gate. The previous `MapRequests` implementation remains available\n  when the feature gate is disabled. (#13338, @j-skiba)\n- TAS: Fixed node replacement potentially assigning replacement Pods outside a required topology domain when the domain of the remaining assignment cannot be determined. (#16321, @tomsen02)\n- TAS: Fixed regression where admission failure events for Topology-Aware Scheduling (TAS) missed reporting the limiting resource when a node's remaining capacity was zero. (#13395, @j-skiba)\n- TAS: Introduced the Beta feature gate `TASPartialSlices` (enabled by default) to support scheduling PodSets whose count is not an exact multiple of the slice size. (#15640, @pajakd)\n- TAS: Prebuilt Workloads whose topology request differs from their Job or single Pod are now rejected as out of sync instead of being adopted. For TAS Indexed Jobs, the prebuilt Workload's `podIndexLabel` must also match the Job-derived value. Pod groups are unaffected. (#14585, @tomsen02)\n- TAS: Reduced excessively large assumptions-violation logs to a short summary. Operators can view the individual leaf domain IDs at verbosity 6 when detailed diagnostics are needed. (#14242, @venuchitta)\n- TAS: The MPIJob and LeaderWorkerSet webhooks now reject a `kueue.x-k8s.io/pod-index-offset` annotation that is set together with `kueue.x-k8s.io/podset-group-name`, or whose value is not a non-negative integer. The MPIJob webhook additionally prevents the annotation from being removed or changed on update. This enforces the annotation contract that Topology-Aware Scheduling relies on for Pod rank ordering, preventing configurations that previously left Pods stuck gated. (#14485, @adibmbrk)\n- TAS: Workload PodSetTopologyRequest PodSetSliceSize is now validated to be at least 1. Creating or updating workloads with PodSetSliceSize set to 0 is rejected by API validation. (#13634, @mszadkow)\n- The Workload validating webhook panicked when the `QuotaReserved` condition was set while `status.admission` was absent, so the API server refused the request with an internal error rather than one naming the field. It is now refused as a validation error. An update that leaves a Workload in the state it was already in is allowed through, so an object that entered etcd without passing through admission, from a restore or a migration, can still be updated and removed. (#14014, @thc1006)\n- TrainJob: Fixed a bug where admitting or suspending a TrainJob could remove fields from newer Trainer API versions. Kueue now uses merge patches instead of replacing the whole object. (#14836, @robert-bell)\n- TrainJob: Fixed a bug where an evicted or unadmitted TrainJob emitted a `Stopped` event and sent a redundant PATCH request on every reconcile. (#15652, @henry3260)\n- TrainJob: Fixed a bug where the TrainJob mutating webhook added a duplicate Kueue-owned runtimePatch entry on every update, causing spec.runtimePatches to accumulate stale entries. (#15213, @kannon92)\n- TrainJob: Fixed admission dropping runtime-defined tolerations when ResourceFlavor tolerations were applied, which could leave pods Pending on tainted nodes. (#15162, @izturn)\n- VisibilityOnDemand: Fixed a bug where the `PositionInLocalQueue` on the ClusterQueue `pendingworkloads` was being inflated when two LocalQueues in different namespaces share the same name (for example, the auto-created `default` LocalQueue). (#14431, @pujitha24)\n- VisibilityOnDemand: Fixed a panic in the pending-workloads endpoints when Prebuilt Workloads (BYOW) w/o priority are created (#14411, @thc1006)\n- Workload: Fixed a bug where Workloads with invalid labels or annotations in PodSet template metadata could be admitted and fail later when creating Pods. Kueue now rejects them during admission, controlled by the WorkloadValidationForPodSetMetadata feature gate (Beta, enabled by default). (#13679, @Dasmat13)\n- WorkloadAwareScheduler: Fixed assignment failures caused by PodSets that specify a scheduler name other than default-scheduler. The WAS simulator ignores the PodSet scheduler name during feasibility checks. (#15635, @tenzen-y)\n- WorkloadPriorityClass: Fixed a bug where a Workload that had reserved quota was repeatedly written with\n  a priorityClassRef the API server rejects, when its owner's WorkloadPriorityClass label was removed. (#14565, @gangadhar-res)\n- WorkloadPriorityClass: Fixed the WorkloadPriorityClass controller to update workloads referencing a changed class through a bounded, cancellable worker pool instead of a serial, uninterruptible loop, and to report a single update error instead of one per failed workload. (#14737, @pujitha24)\n- WorkloadPriorityClassDefaulting: Fixed the defaulting webhook setting the `kueue.x-k8s.io/priority-class: default` label on jobs created in namespaces excluded by `managedJobsNamespaceSelector`. (#15851, @rjgoyln)\n- Workloads: Fixed a bug that caused an incorrect pointer value in admission errors when resourceUsage was not divisible by the assigned pod count. Kueue now reports the actual pod count. (#15736, @Kunal241207)\n- Workloads: Fixed a bug that could crash the Kueue controller when a namespace-scoped user created a Workload without a controller owner. Kueue now ignores the unrelated Workload. (#15346, @mbobrovskyi)\n- Workloads: Fixed a bug where a Workload with pod-level requests smaller than its aggregate container requests could reserve too little quota. Kueue now accounts for at least the aggregate container requests and adds Pod overhead. (#16047, @Dasmat13)\n- Workloads: Fixed a bug where a workload requeued after a backoff period was accounted using its raw spec rather than its effective resources, dropping requests derived from limits, LimitRange defaults, and RuntimeClass overhead. Kueue now correctly accounts the adjusted resources on requeue, preventing ClusterQueue overcommitment. (#15096, @tomsen02)\n\n### Other (Cleanup or Flake)\n\n- DRA: Narrowed ResourceSlice change notifications to only ClusterQueues covering DRA-mapped resources, reducing unnecessary inadmissible workload requeue churn. (#13639, @sohankunkerkar)\n- FairSharing: Improved preemption performance by up to 20% by precomputing lendable Cohort capacity instead of recalculating it for each preemption candidate. (#15955, @venuchitta)\n- Helm: Aligned the default integration framework ordering with the Kustomize\n  controller configuration. This does not change the set of enabled integrations\n  or their runtime behavior. (#13314, @YQ-Wang)\n- Helm: Set the default Cohort controller concurrency to 1 for Helm installations. (#15858, @HsiuChuanHsu)\n- KueueViz: Added a generated Ingress manifest for non-Helm installations that serves the dashboard and backend from a single host, routing `/ws`, `/api`, and `/auth` to the backend and `/` to the frontend. (#15863, @HsiuChuanHsu)\n- KueueViz: Removed debug console.log and console.error statements from the frontend. WebSocket connection events, flavor data updates, and message-parse errors no longer appear in the browser developer console. Errors are still visible in the KueueViz UI through normal React state handling. (#13983, @Dasmat13)\n- LeaderWorkerSet & StatefulSet: The legacy parent-suspended Pod finalizer cleanup has been removed. (#13316, @YQ-Wang)\n- MultiKueue: The `MultiKueueBatchJobClearingTTLSecondsAfterFinishedOnWorkerCluster` feature gate is now Alpha and disabled by default. Enable it explicitly to omit `ttlSecondsAfterFinished` from worker Jobs. (#15126, @kevin85421)\n- Observability: Fixed logs at verbosity 6 and below that did not conform to the JSON Lines format, allowing log collectors to parse them consistently. (#13637, @Dasmat13)\n- RayJob, RayCluster, RayService: Kueue no longer writes the internal, write-only `kueue.x-k8s.io/raycluster-podset-replica-sizes` annotation on Ray workloads. It was superseded by the `kueue.x-k8s.io/raycluster-generation` annotation and was not read by any controller code. (#13605, @kevin85421)\n- StatefulSet: Consolidated pod defaulting, queue label synchronization, and ungating into a single patch request per pod, reducing API server requests during StatefulSet pod admission. (#14597, @kavix)\n- TAS: The Workload API now rejects negative `spec.podSets[].topologyRequest.subGroupCount` values, which previously produced only a deprecation warning. 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since `v0.19.6`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1), [`v0.19.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.2), [`v0.19.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.3), [`v0.19.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.4), [`v0.19.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.5), [`v0.19.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.6).\n\n## Changes by Kind\n\n### Feature\n\n- Controllers: Increased the maximum concurrent API updates per reconcile from 8 to 32. Controlled by the HighMaxParallelismWithinReconcile feature gate. (#16387, @mimowo)\n\n### Bug or Regression\n\n- AFS: Fixed a bug where workloads could be scheduled in priority order instead of fair-sharing order when Admission Fair Sharing was enabled. (#16307, @abhayjoshi201)\n- CLI: Fixed a bug where `kueuectl list pods --for pod/NAME` printed `No resources found` instead of listing the group members, when the Pod group name was stored in the `kueue.x-k8s.io/pod-group-name` annotation rather than the label. (#16408, @tenzen-y)\n- CLI: Fixed a bug where `list pods --for pod/NAME` printed `No resources found` for a Pod that is not part of a pod group. The command now lists that Pod itself. (#16378, @tenzen-y)\n- Cohorts: Fixed a possible controller hang after an invalid Cohort hierarchy cycle update. ClusterQueues in a cyclic Cohort now surface a clear `CohortCycleDetected` condition instead of hanging. (#16376, @tenzen-y)\n- Helm: Fixed ServiceMonitor metrics scraping to verify the cert-manager-issued certificate when enableCertManager is true and no custom tlsConfig is set. (#16318, @HsiuChuanHsu)\n- KueueViz: Fix Workloads page crash when no workloads exist by adding the missing Alert import. (#16396, @Dasmat13)\n- LeaderWorkerSet & StatefulSet: Fixed a bug where, during a rolling update, Pods at the current revision were ungated before the Workload was admitted, so they could run without quota. Kueue now ungates these Pods only when the Workload is admitted. (#16401, @henry3260)\n- LeaderWorkerSet: Fixed a bug where a rolling update with a percentage `maxSurge` (such as `50%`) had its surge groups' Workloads deleted while those groups were still running. The value was read as zero, so Kueue treated the update as having no surge. (#14405, @thc1006)\n- MultiKueue: Fixed a bug where evicted elastic workloads left stale remote objects on worker clusters, preventing re-admission from the manager-cluster specification. (#16178, @kevin85421)\n- MultiKueue: Fixed a bug where the quota automation condition could retain a stale ObservedGeneration after a ClusterQueue spec update. Kueue now refreshes it after successful evaluation. (#16403, @mbobrovskyi)\n- Observability: Fixed Admitted events reporting 0s when quota was reserved before admission. Events now show the actual time between quota reservation and admission. (#16412, @tenzen-y)\n- Observability: Fixed kueue_cohort_subtree_admitted_active_workloads after Cohort hierarchy changes so it reflects admitted Workloads in the current subtree. (#16437, @tenzen-y)\n- Pod: Fixed a bug where Pod groups could receive different ResourceFlavor assignments depending on client-provided role-hash values. PodSets are now ordered by scheduling shape rather than role-hash, making flavor assignment deterministic. Controlled by the `PodGroupSchedulingShapeOrdering` feature gate (Beta, enabled by default). (#14809, @amirialy)\n- Scheduling: Fixed a bug that could leave workloads pending when preemption target selection omitted `pods` quota or used the spec count for a partially admitted workload-slice replacement. Kueue now sizes preemption targets using the assigned counts and resources. (#16200, @apullo777)\n- Scheduling: Fixed a bug where preemption for workloads with non-adjacent members of a kueue.x-k8s.io/podset-group-name group could use incorrect resource requests or flavors, causing a scheduler panic or leaving a Workload pending. Kueue now matches PodSets by name. (#16273, @apullo777)\n- StatefulSet: Fixed a bug where changing the `kueue.x-k8s.io/queue-name` label after the Pods were ungated but before any was Ready made the StatefulSet reconciler fail on every retry, and could keep a Pod scheduling-gated during a rolling update. Kueue now only updates the queue name on Pods that are still gated. (#16335, @henry3260)\n- TAS: Fixed a bug where a Node or TAS ResourceFlavor change requeued inadmissible Workloads in every ClusterQueue instead of only the ClusterQueues that use that flavor. (#16152, @sohankunkerkar)\n\n### Other (Cleanup or Flake)\n\n- FairSharing: Improved preemption performance by up to 20% by precomputing lendable Cohort capacity instead of recalculating it for each preemption candidate. 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since `v0.18.10`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5), [`v0.18.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.6), [`v0.18.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.7), [`v0.18.8`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.8), [`v0.18.9`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.9), [`v0.18.10`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.10).\n\n## Changes by Kind\n\n### Feature\n\n- Controllers: Increased the maximum concurrent API updates per reconcile from 8 to 32. Controlled by the HighMaxParallelismWithinReconcile feature gate. (#16388, @mimowo)\n\n### Bug or Regression\n\n- AFS: Fixed a bug where workloads could be scheduled in priority order instead of fair-sharing order when Admission Fair Sharing was enabled. (#16308, @abhayjoshi201)\n- CLI: Fixed a bug where `kueuectl list pods --for pod/NAME` printed `No resources found` instead of listing the group members, when the Pod group name was stored in the `kueue.x-k8s.io/pod-group-name` annotation rather than the label. (#16407, @tenzen-y)\n- CLI: Fixed a bug where `list pods --for pod/NAME` printed `No resources found` for a Pod that is not part of a pod group. The command now lists that Pod itself. (#16377, @tenzen-y)\n- Cohorts: Fixed a possible controller hang after an invalid Cohort hierarchy cycle update. ClusterQueues in a cyclic Cohort now surface a clear `CohortCycleDetected` condition instead of hanging. (#16375, @tenzen-y)\n- ConcurrentAdmission: Fixed a panic that left a parent Workload without variants when its name contained no \"-\". (#16380, @tenzen-y)\n- Helm: Fixed ServiceMonitor metrics scraping to verify the cert-manager-issued certificate when enableCertManager is true and no custom tlsConfig is set. (#16319, @HsiuChuanHsu)\n- KueueViz: Fix Workloads page crash when no workloads exist by adding the missing Alert import. (#16397, @Dasmat13)\n- LeaderWorkerSet & StatefulSet: Fixed a bug where, during a rolling update, Pods at the current revision were ungated before the Workload was admitted, so they could run without quota. Kueue now ungates these Pods only when the Workload is admitted. (#16399, @henry3260)\n- LeaderWorkerSet: Fixed a bug where a rolling update with a percentage `maxSurge` (such as `50%`) had its surge groups' Workloads deleted while those groups were still running. The value was read as zero, so Kueue treated the update as having no surge. (#14405, @thc1006)\n- MultiKueue: Fixed a bug where evicted elastic workloads left stale remote objects on worker clusters, preventing re-admission from the manager-cluster specification. (#16179, @kevin85421)\n- MultiKueue: Fixed a bug where the quota automation condition could retain a stale ObservedGeneration after a ClusterQueue spec update. Kueue now refreshes it after successful evaluation. (#16404, @mbobrovskyi)\n- Observability: Fixed Admitted events reporting 0s when quota was reserved before admission. Events now show the actual time between quota reservation and admission. (#16411, @tenzen-y)\n- Observability: Fixed kueue_cohort_subtree_admitted_active_workloads after Cohort hierarchy changes so it reflects admitted Workloads in the current subtree. (#16398, @apullo777)\n- Pod: Fixed a bug where Pod groups could receive different ResourceFlavor assignments depending on client-provided role-hash values. PodSets are now ordered by scheduling shape rather than role-hash, making flavor assignment deterministic. Controlled by the `PodGroupSchedulingShapeOrdering` feature gate (Alpha, disabled by default). (#16365, @amirialy)\n- Scheduling: Fixed a bug that could leave workloads pending when preemption target selection omitted `pods` quota or used the spec count for a partially admitted workload-slice replacement. Kueue now sizes preemption targets using the assigned counts and resources. (#16201, @apullo777)\n- Scheduling: Fixed a bug where preemption for workloads with non-adjacent members of a kueue.x-k8s.io/podset-group-name group could use incorrect resource requests or flavors, causing a scheduler panic or leaving a Workload pending. Kueue now matches PodSets by name. (#16273, @apullo777)\n- StatefulSet: Fixed a bug where changing the `kueue.x-k8s.io/queue-name` label after the Pods were ungated but before any was Ready made the StatefulSet reconciler fail on every retry, and could keep a Pod scheduling-gated during a rolling update. Kueue now only updates the queue name on Pods that are still gated. (#16334, @henry3260)\n- TAS: Fixed a bug where a Node or TAS ResourceFlavor change requeued inadmissible Workloads in every ClusterQueue instead of only the ClusterQueues that use that flavor. (#16152, @sohankunkerkar)\n\n### Other (Cleanup or Flake)\n\n- FairSharing: Improved preemption performance by up to 20% by precomputing lendable Cohort capacity instead of recalculating it for each preemption candidate. 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since `v0.19.5`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1), [`v0.19.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.2), [`v0.19.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.3), [`v0.19.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.4), [`v0.19.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.5).\n\n- DRA: Fixed a bug where a chargeable Pod overhead or a resource-transformation output that shared a name with a DRA-backed extended resource was taken back along with the DRA charge and dropped from quota accounting. Only the containers' own request is subtracted now, so any such contribution left under the original `extendedResourceName` after `excludeResourcePrefixes` and transformations is preserved. Also fixed a restartable init (sidecar) container being maxed against the total instead of added to it, so its devices are counted alongside the regular containers'.\n  \n  When a `deviceClassMappings` entry maps a DeviceClass to a different logical name, ClusterQueues must cover that logical name. A container-only request is fully translated and needs quota only on the logical name; cover the original `extendedResourceName` as well only if a Workload leaves chargeable Pod overhead or a resource-transformation output under it (normally in the same resource group). With such a residual uncovered, `BlockUndeclared` makes the Workload wait with the original name reported unavailable, while `IgnoreUndeclared` skips the residual and leaves it out of recorded usage. Where no mapping renames the DeviceClass, or the mapped name is the `extendedResourceName` itself, the device charge and the residual land on that one key, so its corrected usage can rise: a container asking for 1 with 1 of chargeable overhead now records 2 where it recorded 1. No second key is needed there, but the nominal quota has to cover the pair rather than a count of devices. The change applies as Workloads are evaluated, not to existing reservations at once. (#15987, @thc1006)\n - SparkApplication: Fixed a bug where Workloads reserved less CPU and memory than Spark requests for the driver and executor Pods, because `cores`, `memoryOverhead` and Spark's default memory overhead were ignored. Kueue now reserves the same CPU and memory that Spark requests. Memory values must use the Java format accepted by Spark (for example `512m` or `2g`); Kubernetes-style values such as `512Mi` are rejected.\n  \n  If SparkApplications rely on `cores` or on the default memory overhead, raise the ClusterQueue quotas accordingly: each Pod now reserves its `cores` as CPU and at least 384Mi of additional memory. (#15923, @henry3260)\n \n## Changes by Kind\n\n### Bug or Regression\n\n- AppWrapper: Added editor and viewer ClusterRoles for AppWrappers (#16101, @HsiuChuanHsu)\n- CLI: Fix kueuectl version to honor --namespace when looking up the controller manager image. (#15977, @DevaanshPathak)\n- ConcurrentAdmission: Fix a panic that left a parent Workload without variants when its name contained no \"-\". (#15850, @rjgoyln)\n- DRA: Fixed a bug where a Workload that had been marked inadmissible kept reporting Requeued=False with reason Inadmissible after its DRA resources were resolved, because the condition was only cleared in memory and never written back. Kueue now persists Requeued=True with reason DRAResourcesResolved. (#15959, @PannagaRao)\n- Deployment: The Workload of a Deployment-managed Pod carries the Deployment UID in the `kueue.x-k8s.io/job-uid` label instead of the Pod UID. Gated by `DeploymentJobUIDLabel`, Alpha and disabled by default. (#16004, @rjgoyln)\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could assign an incompatible ResourceFlavor when an elastic Workload was re-admitted with zero pods. Kueue now selects a flavor that supports the Workload’s per-pod resource requirements. (#16078, @prash2512)\n- FailureRecovery: Fixed a bug where, with the FailureRecoveryPolicy feature gate enabled, Kueue added a duplicate KueueFailureRecovery Pod condition and emitted a duplicate KueueForcefullyDeleted warning event\n  every time it reconciled a Pod stuck in termination. Kueue now sets the condition once and emits the event only when the condition changes. (#16113, @ErikJiang)\n- Fixed a bug where an evicted Workload for a StatefulSet or LeaderWorkerSet that had no Pods (for example, scaled to zero) kept its quota reserved, which blocked other Workloads in the ClusterQueue. Kueue now releases the reservation. (#16128, @gola)\n- Job: Fixed a bug where a Job with `parallelism` greater than `completions` could release the quota of its still-running Pods once some Pods succeeded, allowing the ClusterQueue to admit Workloads beyond its quota. (#16132, @henry3260)\n- Job: Reject partial-admission minimum parallelism values outside the int32 range. (#16002, @cryo-zd)\n- MultiKueue: Fixed a bug that left `Active.ObservedGeneration` stale after a healthy configuration update. Kueue now records the latest evaluated generation. (#15989, @weizhoublue)\n- Pod: Added the `PodIntegrationCountSucceededPodsAsReady` feature gate (Alpha, disabled by default). When enabled, succeeded pods count as ready for `PodsReady`, which fixes a bug where a pod group could be evicted after `waitForPodsReady.recoveryTimeout` once one of its pods completed. (#15910, @henry3260)\n- ProvisioningRequest: Fixed a bug where a pre-existing `PodTemplate` at the deterministic name could be adopted verbatim, letting a user who can write `PodTemplate` objects decouple the capacity requested from Cluster Autoscaler from the quota-checked Workload PodSets. Kueue now replaces divergent specs with Kueue-derived contents. Gated by `EnforceProvisioningPodTemplateContents` (Alpha, disabled by default). (#16070, @vladikkuzn)\n- RBAC: Fixed a bug where a subject bound to `kueue-batch-admin-role` had no access to `AdmissionCheck`, `MultiKueueCluster`, `MultiKueueConfig`, `ProvisioningRequestConfig` and `WorkloadPriorityClass` (#16032, @HsiuChuanHsu)\n- Ray integrations: Reject Kueue-managed jobs whose head Pod template has no containers during admission. (#16084, @kevin85421)\n- RayJob: Fixed a bug where a RayJob using the default submitter Job (`submissionMode: K8sJobMode` without `submitterPodTemplate`) and a head Pod template with no containers caused the Kueue webhook and reconciler to panic. Kueue now returns an error instead. (#16065, @henry3260)\n- ResourceTransformations: Fixed a bug where excluding a transformation input could let a Workload bypass ClusterQueue quota accounting. Kueue now accounts for the transformed output. (#16053, @weizhoublue)\n- SparkApplication: Fixed a bug where a SparkApplication that only set the SparkApplication-level `spec.nodeSelector` permanently lost it after the first eviction, letting the driver and executor pods be scheduled onto any node once re-admitted. The selector is now recorded in the Workload PodSets, so it also participates in ResourceFlavor matching. (#15797, @henry3260)\n- StatefulSet: Fixed a bug that allowed invalid TAS annotations in StatefulSet updates when TopologyAwareScheduling is enabled. Kueue now validates TAS metadata during updates. (#16104, @thuongvu)\n- TAS: Fix a bug where StatefulSet integration didn't validate pod template metadata for topology annotations. (#15881, @weizhoublue)\n- TAS: Fixed a bug that could cause workload admission to fail with topology level not specified when the unconstrained topology annotation was set to \"false\". Kueue now rejects this value when the TASRejectFalseUnconstrainedTopology feature gate is enabled. (#15847, @cryo-zd)\n- TAS: Fixed a bug where, with the `SchedulerLibraryIntegration` feature gate enabled, ResourceFlavor tolerations and admission-check PodSetUpdates (for example a ProvisioningRequest nodeSelector) were not applied to the simulated pod, so a workload could stay pending on a tainted node or be assigned to a node its nodeSelector excludes. (#15836, @nsega)\n- TAS: Introduced the alpha feature gate `TASPartialSlices` (enabled by default) to support scheduling PodSets whose count is not an exact multiple of the slice size. (#16121, @pajakd)\n- TrainJob: Fixed a bug where an evicted or unadmitted TrainJob emitted a `Stopped` event and sent a redundant PATCH request on every reconcile. (#15754, @henry3260)\n- WorkloadPriorityClassDefaulting: Fixed the defaulting webhook setting the `kueue.x-k8s.io/priority-class: default` label on jobs created in namespaces excluded by `managedJobsNamespaceSelector`. (#15998, @rjgoyln)\n- Workloads: Fixed a bug that caused an incorrect pointer value in admission errors when resourceUsage was not divisible by the assigned pod count. Kueue now reports the actual pod count. (#15738, @Kunal241207)\n- Workloads: Fixed a bug where a Workload with pod-level requests smaller than its aggregate container requests could reserve too little quota. Kueue now accounts for at least the aggregate container requests and adds Pod overhead. (#16047, @Dasmat13)\n\n### Other (Cleanup or Flake)\n\n- Helm: Set the default Cohort controller concurrency to 1 for Helm installations. 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since `v0.18.9`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5), [`v0.18.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.6), [`v0.18.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.7), [`v0.18.8`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.8), [`v0.18.9`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.9).\n\n- DRA: Fixed a bug where a chargeable Pod overhead or a resource-transformation output that shared a name with a DRA-backed extended resource was taken back along with the DRA charge and dropped from quota accounting. Only the containers' own request is subtracted now, so any such contribution left under the original `extendedResourceName` after `excludeResourcePrefixes` and transformations is preserved. Also fixed a restartable init (sidecar) container being maxed against the total instead of added to it, so its devices are counted alongside the regular containers'.\n  \n  When a `deviceClassMappings` entry maps a DeviceClass to a different logical name, ClusterQueues must cover that logical name. A container-only request is fully translated and needs quota only on the logical name; cover the original `extendedResourceName` as well only if a Workload leaves chargeable Pod overhead or a resource-transformation output under it (normally in the same resource group). With such a residual uncovered, `BlockUndeclared` makes the Workload wait with the original name reported unavailable, while `IgnoreUndeclared` skips the residual and leaves it out of recorded usage. Where no mapping renames the DeviceClass, or the mapped name is the `extendedResourceName` itself, the device charge and the residual land on that one key, so its corrected usage can rise: a container asking for 1 with 1 of chargeable overhead now records 2 where it recorded 1. No second key is needed there, but the nominal quota has to cover the pair rather than a count of devices. The change applies as Workloads are evaluated, not to existing reservations at once. (#15988, @thc1006)\n - SparkApplication: Fixed a bug where Workloads reserved less CPU and memory than Spark requests for the driver and executor Pods, because `cores`, `memoryOverhead` and Spark's default memory overhead were ignored. Kueue now reserves the same CPU and memory that Spark requests. Memory values must use the Java format accepted by Spark (for example `512m` or `2g`); Kubernetes-style values such as `512Mi` are rejected.\n  \n  If SparkApplications rely on `cores` or on the default memory overhead, raise the ClusterQueue quotas accordingly: each Pod now reserves its `cores` as CPU and at least 384Mi of additional memory. (#15924, @henry3260)\n \n## Changes by Kind\n\n### Bug or Regression\n\n- AppWrapper: Added editor and viewer ClusterRoles for AppWrappers (#16100, @HsiuChuanHsu)\n- CLI: Fix kueuectl version to honor --namespace when looking up the controller manager image. (#15976, @DevaanshPathak)\n- DRA: Fixed a bug where a Workload that had been marked inadmissible kept reporting Requeued=False with reason Inadmissible after its DRA resources were resolved, because the condition was only cleared in memory and never written back. Kueue now persists Requeued=True with reason DRAResourcesResolved. (#15960, @PannagaRao)\n- Deployment: The Workload of a Deployment-managed Pod carries the Deployment UID in the `kueue.x-k8s.io/job-uid` label instead of the Pod UID. Gated by `DeploymentJobUIDLabel`, Alpha and disabled by default. (#16005, @rjgoyln)\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could assign an incompatible ResourceFlavor when an elastic Workload was re-admitted with zero pods. Kueue now selects a flavor that supports the Workload’s per-pod resource requirements. (#16079, @prash2512)\n- FailureRecovery: Fixed a bug where, with the FailureRecoveryPolicy feature gate enabled, Kueue added a duplicate KueueFailureRecovery Pod condition and emitted a duplicate KueueForcefullyDeleted warning event\n  every time it reconciled a Pod stuck in termination. Kueue now sets the condition once and emits the event only when the condition changes. (#16133, @mimowo)\n- Fixed a bug where an evicted Workload for a StatefulSet or LeaderWorkerSet that had no Pods (for example, scaled to zero) kept its quota reserved, which blocked other Workloads in the ClusterQueue. Kueue now releases the reservation. (#16127, @gola)\n- Job: Fixed a bug where a Job with `parallelism` greater than `completions` could release the quota of its still-running Pods once some Pods succeeded, allowing the ClusterQueue to admit Workloads beyond its quota. (#16138, @mimowo)\n- Job: Reject partial-admission minimum parallelism values outside the int32 range. (#16001, @cryo-zd)\n- MultiKueue: Fixed a bug that left `Active.ObservedGeneration` stale after a healthy configuration update. Kueue now records the latest evaluated generation. (#15986, @weizhoublue)\n- Pod: Added the `PodIntegrationCountSucceededPodsAsReady` feature gate (Alpha, disabled by default). When enabled, succeeded pods count as ready for `PodsReady`, which fixes a bug where a pod group could be evicted after `waitForPodsReady.recoveryTimeout` once one of its pods completed. (#15912, @henry3260)\n- ProvisioningRequest: Fixed a bug where a pre-existing `PodTemplate` at the deterministic name could be adopted verbatim, letting a user who can write `PodTemplate` objects decouple the capacity requested from Cluster Autoscaler from the quota-checked Workload PodSets. Kueue now replaces divergent specs with Kueue-derived contents. Gated by `EnforceProvisioningPodTemplateContents` (Alpha, disabled by default). (#16072, @vladikkuzn)\n- RBAC: Fixed a bug where a subject bound to `kueue-batch-admin-role` had no access to `AdmissionCheck`, `MultiKueueCluster`, `MultiKueueConfig`, `ProvisioningRequestConfig` and `WorkloadPriorityClass` (#16031, @HsiuChuanHsu)\n- Ray integrations: Reject Kueue-managed jobs whose head Pod template has no containers during admission. (#16085, @kevin85421)\n- RayJob: Fixed a bug where a RayJob using the default submitter Job (`submissionMode: K8sJobMode` without `submitterPodTemplate`) and a head Pod template with no containers caused the Kueue webhook and reconciler to panic. Kueue now returns an error instead. (#16055, @henry3260)\n- ResourceTransformations: Fixed a bug where excluding a transformation input could let a Workload bypass ClusterQueue quota accounting. Kueue now accounts for the transformed output. (#16054, @weizhoublue)\n- SparkApplication: Fixed a bug where a SparkApplication that only set the SparkApplication-level `spec.nodeSelector` permanently lost it after the first eviction, letting the driver and executor pods be scheduled onto any node once re-admitted. The selector is now recorded in the Workload PodSets, so it also participates in ResourceFlavor matching. (#15649, @henry3260)\n- StatefulSet: Fixed a bug that allowed invalid TAS annotations in StatefulSet updates when TopologyAwareScheduling is enabled. Kueue now validates TAS metadata during updates. (#16105, @thuongvu)\n- TAS: Fix a bug where StatefulSet integration didn't validate pod template metadata for topology annotations. (#15882, @weizhoublue)\n- TAS: Fixed a bug that could cause workload admission to fail with topology level not specified when the unconstrained topology annotation was set to \"false\". Kueue now rejects this value when the TASRejectFalseUnconstrainedTopology feature gate is enabled. (#15848, @cryo-zd)\n- TAS: Introduced the Beta feature gate `TASPartialSlices` (enabled by default) to support scheduling PodSets whose count is not an exact multiple of the slice size. (#16122, @pajakd)\n- TrainJob: Fixed a bug where an evicted or unadmitted TrainJob emitted a `Stopped` event and sent a redundant PATCH request on every reconcile. (#15755, @henry3260)\n- WorkloadPriorityClassDefaulting: Fixed the defaulting webhook setting the `kueue.x-k8s.io/priority-class: default` label on jobs created in namespaces excluded by `managedJobsNamespaceSelector`. (#15999, @rjgoyln)\n- Workloads: Fix incorrect pointer value in admission errors when resource usage validation fails. (#15748, @Kunal241207)\n- Workloads: Fixed a bug where a Workload with pod-level requests smaller than its aggregate container requests could reserve too little quota. Kueue now accounts for at least the aggregate container requests and adds Pod overhead. (#16047, @Dasmat13)\n\n### Other (Cleanup or Flake)\n\n- Helm: Set the default Cohort controller concurrency to 1 for Helm installations. 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since `v0.19.4`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1), [`v0.19.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.2), [`v0.19.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.3), [`v0.19.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.4).\n\n- Workloads: Fixed a bug that caused Workloads to be finalized as orphaned while their owner Job was being deleted. Kueue now waits until the owner Job no longer exists before finalizing the Workload.\n  \n  If you implement the ComposableJob interface in a custom job integration, change your Load method to return (*jobframework.LoadResult, error) instead of (bool, error). Use jobframework.NewLoadResult(shouldFinalize, found) where found is false when the job is absent and true otherwise. (#15465, @mbobrovskyi)\n \n## Changes by Kind\n\n### Feature\n\n- CLI: The importer mapping file now supports a `resources` list in the `match` block, selecting only the Pods that request a non-zero amount of all the listed resources. (#15663, @Huang-Wei)\n- KueueViz: Added `kueueViz.ingress`, an opt-in Helm value that serves the dashboard and its backend from a single host through one path-routed Ingress, (#15673, @HsiuChuanHsu)\n\n### Bug or Regression\n\n- CLI: Aggregate Matching Pods into One PodList for Structured Output (#15520, @weizhoublue)\n- CLI: Fix kueuectl ClusterQueue resource-group validation to detect overlaps consistently and preserve distinct resource groups. (#15522, @DevaanshPathak)\n- CLI: Fixed a bug where `create clusterqueue` silently dropped a `--borrowing-limit` or `--lending-limit` entry for a resource not listed in `--nominal-quota`, and rejected omitting a limit for some nominal-quota resources. Limits are now optional per resource, and a limit for a resource without a nominal quota is reported as an error naming the flag and resource. (#15513, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` accepted a resource listed more than once in the same `--nominal-quota`, `--borrowing-limit` or `--lending-limit` flag. The command now rejects the input with an error naming the resource and the flag. (#15519, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected a quota flag value with a trailing semicolon, such as `--nominal-quota \"alpha:cpu=1;\"`, with a misleading `invalid resource quota` error. The trailing semicolon is now accepted, as the flag's format validation already allowed it. (#15517, @henry3260)\n- CLI: Fixed shell completion for  `kueuectl stop workload`  and  `kueuectl resume workload` , which continued suggesting additional Workload names after the single required name was entered, potentially producing commands rejected for too many arguments (#15464, @weizhoublue)\n- CLI: Fixed the `--status` flag help text and error message of `kueuectl list workload` to include the supported `quotareserved` value. (#15486, @henry3260)\n- ClusterQueue, Cohort & LocalQueue: Fixed a bug where the status was written to the API server on every reconcile even when nothing changed. Kueue now skips the update when the status is unchanged. (#15592, @henry3260)\n- ConcurrentAdmission: Fixed a bug where the preemption gate could still be opened for a less favorable Workload Variant while a more favorable one was waiting to be evaluated, when that Variant already carried a `QuotaReserved` condition with reason `PendingEvaluation`. The more favorable Variant stayed blocked until the preemption timeout expired. This completes the fix released in 0.19, which only covered Variants carrying no `QuotaReserved` condition at all. (#15639, @ivnovakov)\n- DRA: Fixed a bug where a workload requeued after backoff lost its DRA-preprocessed resources, causing the queue to fall back to raw pod-spec requests. (#15511, @vibhordubey333)\n- ElasticJobsViaWorkloadSlices: Wait for an evicted Job's active Pods to stop before releasing the reservation when a scale-up slice is pending. (#15667, @garg02)\n- HA: Fix the leader election lease client sharing the client-side rate limiter with the controllers, which could delay lease renewals under a low `clientConnection.qps` and restart the manager with \"leader election lost\". (#15538, @KR-Ravindra)\n- Helm: Fixed a bug where an empty `kueueViz.backend.ingress.host` generated an invalid WebSocket URL. The chart now uses the same `backend.kueueviz.local` default as the KueueViz Ingress. (#15645, @HsiuChuanHsu)\n- Importer: Fixed a bug where `importer import --concurrent-workers=0` could report success without checking or importing any pod. The importer now rejects the flag with an error asking for at least 1 worker. (#15581, @henry3260)\n- Importer: Fixed a bug where the importer reported success and exited 0 when listing Pods failed, for example due to insufficient RBAC or a wrong namespace. The importer now returns an error in that case. (#15596, @henry3260)\n- JAXJob x TrainJob: Fixed a bug where jobs deactivated by Kueue were not deleted after the `objectRetentionPolicies.workloads.afterDeactivatedByKueue` period because Kueue lacked the `delete` permission on these resources. (#15567, @henry3260)\n- JobFramework: Fix a nil pointer dereference and unauthorized deletion/modification of foreign Workloads in the job framework: FindMatchingWorkloads now only considers Workloads controlled by the reconciled job. Workloads with non-controller ownerReferences to a served job previously caused a permanent reconcile error-loop for that job, and Workloads controlled by other objects could be deleted or have their spec overwritten by kueue. (#13573, @Mayveskii)\n- KueueViz: Fixed a bug where the dashboard failed to load when no backend WebSocket URL was configured. (#15646, @HsiuChuanHsu)\n- Kueuectl: Fixed a bug where `kueuectl list workload --for TYPE/NAME` listed all workloads in the namespace when the referenced resource did not exist. It now prints only \"No resources found\". (#15583, @henry3260)\n- Pod Integration: No Workload is (re)created for a pod group whose pods are all terminating once no Workload remains, and the pods' remaining Kueue finalizers are removed so stuck teardowns complete; previously such a pod could regain a permanently unschedulable Workload built from its admission-mutated spec. (#15154, @anguszzzz)\n- ProvisioningRequest: Fix an infinite ProvisioningRequest create/delete loop for workloads whose generated request name needed truncation. (#15466, @vladikkuzn)\n- Scheduling: Fixed a bug where a Workload whose usage reached `math.MaxInt64` in a resource was counted as unlimited, so removing it together with another Workload left the ClusterQueue, LocalQueue and Cohort usage below the real value until the controller restarted. Quota, `borrowingLimit` and `lendingLimit` values past that range are now accounted exactly rather than as unlimited, so an oversized lending limit keeps the difference local and an oversized borrowing limit still bounds borrowing; metrics still report `+Inf` at or past `math.MaxInt64`. (#15653, @thc1006)\n- TAS × ElasticJobsViaWorkloadSlices: Fix double-counting of a replaced elastic Workload slice's topology usage, which could incorrectly classify growth that fits as requiring preemption. (#15586, @garg02)\n- TAS × ElasticJobsViaWorkloadSlices: Fix elastic replacement Pods remaining topology-gated because the ungater used stale slice admission or inconsistent expectation keys. (#15693, @garg02)\n- TAS: Fix node replacement on clusters where a Node's `kubernetes.io/hostname` label differs from its object name. A Ready node is no longer reported in `status.unhealthyNodes`, and a failed node's workloads are now evicted. (#15590, @rishabhsai)\n- TAS: Fixed a bug where a PodSet group whose leader and workers use different Pod templates could be admitted to a domain the leader cannot run in, leaving it Pending while the Workload held quota. Gated by `TASLeaderPodSetFeasibility`. (#15690, @sohankunkerkar)\n- TAS: The MPIJob and LeaderWorkerSet webhooks now reject a `kueue.x-k8s.io/pod-index-offset` annotation that is set together with `kueue.x-k8s.io/podset-group-name`, or whose value is not a non-negative integer. The MPIJob webhook additionally prevents the annotation from being removed or changed on update. This enforces the annotation contract that Topology-Aware Scheduling relies on for Pod rank ordering, preventing configurations that previously left Pods stuck gated. (#14485, @adibmbrk)\n- TAS: reservation-free workloads marked with unhealthy nodes now receive a fresh topology assignment instead of a flavors-only admission, and second-pass scheduling re-reads the live workload instead of acting on a request-time snapshot that could unset a live reservation with stale status. (#15655, @anguszzzz)\n- WorkloadAwareScheduler: Fixed assignment failures caused by PodSets that specify a scheduler name other than default-scheduler. The WAS simulator ignores the PodSet scheduler name during feasibility checks. 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since `v0.18.8`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5), [`v0.18.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.6), [`v0.18.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.7), [`v0.18.8`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.8).\n\n- Workloads: Fixed a bug that caused Workloads to be finalized as orphaned while their owner Job was being deleted. Kueue now waits until the owner Job no longer exists before finalizing the Workload.\n  \n  If you implement the ComposableJob interface in a custom job integration, change your Load method to return (*jobframework.LoadResult, error) instead of (bool, error). Use jobframework.NewLoadResult(shouldFinalize, found) where found is false when the job is absent and true otherwise. (#15469, @mbobrovskyi)\n \n## Changes by Kind\n\n### Feature\n\n- CLI: The importer mapping file now supports a `resources` list in the `match` block, selecting only the Pods that request a non-zero amount of all the listed resources. (#15662, @Huang-Wei)\n- KueueViz: Added `kueueViz.ingress`, an opt-in Helm value that serves the dashboard and its backend from a single host through one path-routed Ingress, (#15676, @HsiuChuanHsu)\n\n### Bug or Regression\n\n- CLI: Aggregate Matching Pods into One PodList for Structured Output (#15518, @weizhoublue)\n- CLI: Fix kueuectl ClusterQueue resource-group validation to detect overlaps consistently and preserve distinct resource groups. (#15523, @DevaanshPathak)\n- CLI: Fixed a bug where `create clusterqueue` silently dropped a `--borrowing-limit` or `--lending-limit` entry for a resource not listed in `--nominal-quota`, and rejected omitting a limit for some nominal-quota resources. Limits are now optional per resource, and a limit for a resource without a nominal quota is reported as an error naming the flag and resource. (#15512, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` accepted a resource listed more than once in the same `--nominal-quota`, `--borrowing-limit` or `--lending-limit` flag. The command now rejects the input with an error naming the resource and the flag. (#15521, @henry3260)\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected a quota flag value with a trailing semicolon, such as `--nominal-quota \"alpha:cpu=1;\"`, with a misleading `invalid resource quota` error. The trailing semicolon is now accepted, as the flag's format validation already allowed it. (#15516, @henry3260)\n- CLI: Fixed shell completion for  `kueuectl stop workload`  and  `kueuectl resume workload` , which continued suggesting additional Workload names after the single required name was entered, potentially producing commands rejected for too many arguments (#15462, @weizhoublue)\n- CLI: Fixed the `--status` flag help text and error message of `kueuectl list workload` to include the supported `quotareserved` value. (#15485, @henry3260)\n- ClusterQueue, Cohort & LocalQueue: Fixed a bug where the status was written to the API server on every reconcile even when nothing changed. Kueue now skips the update when the status is unchanged. (#15593, @henry3260)\n- DRA: Fixed a bug where a workload requeued after backoff lost its DRA-preprocessed resources, causing the queue to fall back to raw pod-spec requests. (#15515, @vibhordubey333)\n- ElasticJobsViaWorkloadSlices: Wait for an evicted Job's active Pods to stop before releasing the reservation when a scale-up slice is pending. (#15700, @mimowo)\n- HA: Fix the leader election lease client sharing the client-side rate limiter with the controllers, which could delay lease renewals under a low `clientConnection.qps` and restart the manager with \"leader election lost\". (#15538, @KR-Ravindra)\n- Helm: Fixed a bug where an empty `kueueViz.backend.ingress.host` generated an invalid WebSocket URL. The chart now uses the same `backend.kueueviz.local` default as the KueueViz Ingress. (#15644, @HsiuChuanHsu)\n- Importer: Fixed a bug where `importer import --concurrent-workers=0` could report success without checking or importing any pod. The importer now rejects the flag with an error asking for at least 1 worker. (#15580, @henry3260)\n- Importer: Fixed a bug where the importer reported success and exited 0 when listing Pods failed, for example due to insufficient RBAC or a wrong namespace. The importer now returns an error in that case. (#15597, @henry3260)\n- JAXJob x TrainJob: Fixed a bug where jobs deactivated by Kueue were not deleted after the `objectRetentionPolicies.workloads.afterDeactivatedByKueue` period because Kueue lacked the `delete` permission on these resources. (#15568, @henry3260)\n- JobFramework: Fix a nil pointer dereference and unauthorized deletion/modification of foreign Workloads in the job framework: FindMatchingWorkloads now only considers Workloads controlled by the reconciled job. Workloads with non-controller ownerReferences to a served job previously caused a permanent reconcile error-loop for that job, and Workloads controlled by other objects could be deleted or have their spec overwritten by kueue. (#13573, @Mayveskii)\n- KueueViz: Fixed a bug where the dashboard failed to load when no backend WebSocket URL was configured. (#15647, @HsiuChuanHsu)\n- Kueuectl: Fixed a bug where `kueuectl list workload --for TYPE/NAME` listed all workloads in the namespace when the referenced resource did not exist. It now prints only \"No resources found\". (#15582, @henry3260)\n- Pod Integration: No Workload is (re)created for a pod group whose pods are all terminating once no Workload remains, and the pods' remaining Kueue finalizers are removed so stuck teardowns complete; previously such a pod could regain a permanently unschedulable Workload built from its admission-mutated spec. (#15154, @anguszzzz)\n- ProvisioningRequest: Fix an infinite ProvisioningRequest create/delete loop for workloads whose generated request name needed truncation. (#15467, @vladikkuzn)\n- Scheduling: Fixed a bug where a Workload whose usage reached `math.MaxInt64` in a resource was counted as unlimited, so removing it together with another Workload left the ClusterQueue, LocalQueue and Cohort usage below the real value until the controller restarted. Quota, `borrowingLimit` and `lendingLimit` values past that range are now accounted exactly rather than as unlimited, so an oversized lending limit keeps the difference local and an oversized borrowing limit still bounds borrowing; metrics still report `+Inf` at or past `math.MaxInt64`. (#15654, @thc1006)\n- TAS × ElasticJobsViaWorkloadSlices: Fix double-counting of a replaced elastic Workload slice's topology usage, which could incorrectly classify growth that fits as requiring preemption. (#15634, @garg02)\n- TAS × ElasticJobsViaWorkloadSlices: Fix elastic replacement Pods remaining topology-gated because the ungater used stale slice admission or inconsistent expectation keys. (#15706, @mimowo)\n- TAS: Fix node replacement on clusters where a Node's `kubernetes.io/hostname` label differs from its object name. A Ready node is no longer reported in `status.unhealthyNodes`, and a failed node's workloads are now evicted. (#15589, @rishabhsai)\n- TAS: The MPIJob and LeaderWorkerSet webhooks now reject a `kueue.x-k8s.io/pod-index-offset` annotation that is set together with `kueue.x-k8s.io/podset-group-name`, or whose value is not a non-negative integer. The MPIJob webhook additionally prevents the annotation from being removed or changed on update. This enforces the annotation contract that Topology-Aware Scheduling relies on for Pod rank ordering, preventing configurations that previously left Pods stuck gated. (#14485, @adibmbrk)\n- TAS: reservation-free workloads marked with unhealthy nodes now receive a fresh topology assignment instead of a flavors-only admission, and second-pass scheduling re-reads the live workload instead of acting on a request-time snapshot that could unset a live reservation with stale status. 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since `v0.19.3`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1), [`v0.19.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.2), [`v0.19.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.3).\n\n## Changes by Kind\n\n### Feature\n\n- MultiKueue: Added support for reusing clientConnection configuration (QPS and Burst) for worker clusters via the `MultiKueueReuseClientConnectionConfigForWorkers` Alpha feature gate. (#15280, @alien1403)\n- TAS: Added support for PodSet slicing alongside PodSet grouping, allowing workloads such as LeaderWorkerSet to co-locate grouped leader PodSets with sliced worker PodSets. This behavior is gated by the TASGroupedPodSetSlicing feature gate. (#15252, @pajakd)\n\n### Bug or Regression\n\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected valid decimal quantities such as `cpu=1.5` or `memory=1.5Gi` in `--nominal-quota`, `--borrowing-limit` and `--lending-limit` with `invalid resources specification`. (#15312, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload --clusterqueue` never matched pending Workloads, so combining it with `--status pending` always returned no results. (#15338, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload` could print the JOB TYPE and JOB NAME columns in a random order for Workloads with multiple owner references, such as pod groups. (#15393, @henry3260)\n- CLI: Fixed a bug where `kueuectl list` with `-o yaml` or `-o json` produced invalid output when the result spanned more than one page (`KUEUECTL_LIST_REQUEST_LIMIT`, 100 by default). All pages are now merged into a single document. (#15382, @henry3260)\n- CLI: Fixed kueuectl list pods incorrectly treating any output format containing \"wide\" as -o wide, causing JSONPath and similar expressions to be silently ignored. (#15159, @DevaanshPathak)\n- CLI: Fixed shell completion for the `--clusterqueue` and `--localqueue` flags, which returned no suggestions once a positional argument was typed, for example in `kueuectl create localqueue NAME -c <TAB>`. `kueuectl delete workload` completion now also includes inactive Workloads. (#15388, @henry3260)\n- DRA: Fixed a bug where deactivating a pending Workload caused Kueue's internal resource adjustments (RuntimeClass overhead, LimitRange defaults, limits-derived requests) to be written back into the user's Workload spec. (#15151, @tomsen02)\n- MultiKueue: share one rate limiter across per-worker MultiKueue REST clients. (#15326, @weizhoublue)\n- Observability: Fixed a panic that could crash the manager when `CustomMetricLabels` is enabled with a ClusterQueue-sourced label and a Pod's Kueue scheduling gate is removed. (#15391, @mimowo)\n- Scheduler: The scheduler now persists NoMatchingFlavor for workloads that request both covered and uncovered resources. (#15314, @PannagaRao)\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero and then back up to a different number of replicas left the Workload with the original pod count, causing it to be admitted and charged quota for the wrong number of pods. 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since `v0.18.7`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5), [`v0.18.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.6), [`v0.18.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.7).\n\n## Changes by Kind\n\n### Feature\n\n- MultiKueue: Added support for reusing clientConnection configuration (QPS and Burst) for worker clusters via the `MultiKueueReuseClientConnectionConfigForWorkers` Alpha feature gate. (#15296, @alien1403)\n- TAS: Added support for PodSet slicing alongside PodSet grouping, allowing workloads such as LeaderWorkerSet to co-locate grouped leader PodSets with sliced worker PodSets. This behavior is gated by the TASGroupedPodSetSlicing feature gate. (#15253, @pajakd)\n\n### Bug or Regression\n\n- CLI: Fixed a bug where `kueuectl create clusterqueue` rejected valid decimal quantities such as `cpu=1.5` or `memory=1.5Gi` in `--nominal-quota`, `--borrowing-limit` and `--lending-limit` with `invalid resources specification`. (#15311, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload --clusterqueue` never matched pending Workloads, so combining it with `--status pending` always returned no results. (#15339, @henry3260)\n- CLI: Fixed a bug where `kueuectl list workload` could print the JOB TYPE and JOB NAME columns in a random order for Workloads with multiple owner references, such as pod groups. (#15394, @henry3260)\n- CLI: Fixed a bug where `kueuectl list` with `-o yaml` or `-o json` produced invalid output when the result spanned more than one page (`KUEUECTL_LIST_REQUEST_LIMIT`, 100 by default). All pages are now merged into a single document. (#15381, @henry3260)\n- CLI: Fixed kueuectl list pods incorrectly treating any output format containing \"wide\" as -o wide, causing JSONPath and similar expressions to be silently ignored. (#15158, @DevaanshPathak)\n- CLI: Fixed shell completion for the `--clusterqueue` and `--localqueue` flags, which returned no suggestions once a positional argument was typed, for example in `kueuectl create localqueue NAME -c <TAB>`. `kueuectl delete workload` completion now also includes inactive Workloads. (#15389, @henry3260)\n- DRA: Fixed a bug where deactivating a pending Workload caused Kueue's internal resource adjustments (RuntimeClass overhead, LimitRange defaults, limits-derived requests) to be written back into the user's Workload spec. (#15095, @tomsen02)\n- MultiKueue: share one rate limiter across per-worker MultiKueue REST clients. (#15387, @mimowo)\n- Scheduler: The scheduler now persists NoMatchingFlavor for workloads that request both covered and uncovered resources. (#15313, @PannagaRao)\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero and then back up to a different number of replicas left the Workload with the original pod count, causing it to be admitted and charged quota for the wrong number of pods. (#15303, @sohankunkerkar)\n- TAS NodeHotSwap: Fix a bug where workload node replacements are potentially stuck (#15395, @tenzen-y)\n- TAS: Fix a bug where RecomputeAssignmentUponPreemptionTargetsOverlap doesn't work correctly when TASHandleOverlappingFlavors is enabled. (#15405, @tenzen-y)\n- TAS: Fixed a bug where a completed PodSet in a multi-PodSet workload kept its topology domain occupied, preventing admission of pending workloads that had sufficient quota. This behavior is gated by the ReclaimablePods feature gate. (#15224, @kshalot)\n- TrainJob: Fixed a bug where the TrainJob mutating webhook added a duplicate Kueue-owned runtimePatch entry on every update, causing spec.runtimePatches to accumulate stale entries. (#15217, @kannon92)\n- TrainJob: Fixed admission dropping runtime-defined tolerations when ResourceFlavor tolerations were applied, which could leave pods Pending on tainted nodes. (#15197, @izturn)\n- Workloads: Fixed a bug that could crash the Kueue controller when a namespace-scoped user created a Workload without a controller owner. Kueue now ignores the unrelated Workload. (#15352, @mbobrovskyi)\n- Workloads: Fixed a bug where a workload requeued after a backoff period was accounted using its raw spec rather than its effective resources, dropping requests derived from limits, LimitRange defaults, and RuntimeClass overhead. Kueue now correctly accounts the adjusted resources on requeue, preventing ClusterQueue overcommitment. 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since `v0.19.2`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1), [`v0.19.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.2).\n\n- DRA & ResourceTransformation: Fixed a bug where DRA device-class mapping or a resource transformation under the reserved resource name `pods` was silently discarded or left the Workload permanently pending.\n  \n  Remove or rename those entries before upgrading, or the kueue-controller-manager will fail to start. Renaming a mapping name or an `outputs` key also requires updating the matching ClusterQueue `nominalQuota` entries in the same change. (#14756, @thc1006)\n \n## Changes by Kind\n\n### Feature\n\n- WorkloadAwareScheduler: Added the kueue.x-k8s.io/workload annotation to Pods created by Kueue-managed jobs when the SchedulerLibraryIntegration feature gate is enabled; previously only TopologyAwareScheduling added it. (#14796, @Singularity23x0)\n\n### Bug or Regression\n\n- AdmissionChecks: Fix a bug where the Workload has an Admitted=True condition regardless of AdmissionCheck Rejection state. (#14871, @TapanManu)\n- AdmissionFairSharing: Fixed preemption ordering for Workloads from same-named LocalQueues in different namespaces so that LocalQueue usage is considered. (#14876, @tomsen02)\n- DRA: Fixed config validation silently accepting capacity names with more than one slash, which produced a mapping that never matched any device. (#14953, @NasitSony)\n- FairSharing: Fix a bug where Kueue could miss valid preemption targets after selecting workloads from the preemptor's own ClusterQueue and lowering its DRS. The fix is guarded by the Alpha `FairSharingReevaluatePreemptionCandidates` feature gate, which is disabled by default. Enabling the gate may increase exposure to the known fair-sharing preemption-loop issue tracked in #14543. (#14767, @lightZebra)\n- Fixed a bug where a prebuilt or externally created Workload could be treated as equivalent to its Job even when the Job's pod template declared pod-level `resources` or `resourceClaims` that the Workload's PodSet omitted, letting the Workload reserve less quota than its Pods actually request. (#15016, @pujitha24)\n- Fixed a controller panic triggered by Namespace updates after a ClusterQueue failed to initialize because its Cohort had a cycle. (#14983, @YQ-Wang)\n- Helm: Fix a bug where user-defined metricsService labels are not propagated to the rendered manifests. (#15005, @HsiuChuanHsu)\n- KueueCtl: Fixed a bug where `kueuectl delete workload` deleted a recreated owner with a different UID. (#14882, @DevaanshPathak)\n- KueueCtl: Fixed the `kueuectl list clusterqueue` comand to respect KUEUECTL_LIST_REQUEST_LIMIT\n  and paginate API requests instead of issuing an unbounded LIST request. (#14880, @ErikJiang)\n- Kueueviz: Fixed the bug the WebSocket 1005 error would be shown on the dashboard after selecting a namespace. (#14789, @mykysha)\n- MultiKueue: Fixed a bug where a Job is dispatched again due to propagated `spec.ttlSecondsAfterFinished` even after Job completion. Enable the Alpha `MultiKueueBatchJobClearingTTLSecondsAfterFinishedOnWorkerCluster` feature gate to enable fixing. (#14828, @kevin85421)\n- MultiKueue: Fixed a bug where a remote workload finishing with reason\n  OwnerNotFound was mirrored back verbatim, permanently finishing the manager\n  Workload and leaving the manager Pod's scheduling gates stuck. Such finishes\n  are now treated as a sync failure and reset for re-dispatch, matching\n  existing OutOfSync handling. (#15082, @NasitSony)\n- MultiKueue: Fixed a bug where the WorkloadPriorityClass controller incorrectly updated the priority of MultiKueue remote workloads when a WorkloadPriorityClass value changed. Remote workloads are now skipped during priority synchronization. (#14995, @weizhoublue)\n- MultiKueue: Fixed stale observedGeneration on the AdmissionCheckActive condition after updating to a MultiKueueConfig that preserves the cluster health result. (#14915, @cryo-zd)\n- MultiKueue: Truncate quota automation condition messages so unsupported manager/worker resource configurations can be reported successfully. (#14989, @cryo-zd)\n- Observability: Fixed `kueue_pod_scheduling_gate_removal_seconds` observing negative durations when the controller clock trails the apiserver clock. The negative observations made the histogram's `_sum` decrease, which broke `rate()` over that series. (#14731, @Antrikshgwal)\n- Observability: Scheduling hash re-computations are now logged at V5 via the contextual logger. (#15060, @apullo777)\n- Pending Workloads rejected by a LimitRange are requeued when the LimitRange's max, min, or maxLimitRequestRatio change, or the LimitRange is deleted. (#15029, @tomsen02)\n- Pod: Fixed a bug where a serving pod group's evicted pod could be left stuck in `Terminating` forever, since its `kueue.x-k8s.io/managed` finalizer was only removed for a Workload deletion, not for other evictions (e.g. a `recoveryTimeout` eviction). This could cause a legitimate replacement pod to be deleted as excess instead, or permanently block a same-name (StatefulSet-owned) replacement from ever being created. Kueue now removes the finalizer as soon as an evicted pod has actually terminated. (#14793, @mszadkow)\n- ProvisioningRequest: Fixed a bug where the `Active` condition's `observedGeneration` on a ProvisioningRequest AdmissionCheck was not updated when a configuration change kept the check healthy, leaving `observedGeneration` permanently behind `metadata.generation`. (#14934, @weizhoublue)\n- RayService: Fixed a bug where elastic (autoscaling) RayService pods could stay stuck in `SchedulingGated` on `kueue.x-k8s.io/elastic-job` after the origin workload slice was deleted, leaving the RayCluster below its desired replica count. (#15103, @kevin85421)\n- Scheduling: Fix a bug in BestEffortFIFO where a workload with failed preemption could remain sticky at the queue head. (#15089, @tenzen-y)\n- Scheduling: Fix workloads becoming stranded after scheduling snapshot failures, and stale pending accounting when a LocalQueue moves to another ClusterQueue. (#13885, @apullo777)\n- Scheduling: Fixed a bug where Workloads differing only in PodSet names formed separate equivalence classes, so BestEffortFIFO queues re-evaluated each one individually and admission slowed on busy clusters. Controlled by the alpha `SchedulingEquivalenceHashingIgnorePodSetName` feature gate, disabled by default. When enabled, Workloads differing only in PodSet names share a scheduling equivalence class, so BestEffortFIFO queues stop re-evaluating each one individually. Requires `SchedulingEquivalenceHashing`. (#14804, @venuchitta)\n- Scheduling: Fixed a bug where a Workload deactivated with a derived `DeactivatedDueTo<Cause>` reason (such as `DeactivatedDueToRequeuingLimitExceeded`) could remain stuck after reactivation because its `WorkloadRequeued` condition was not transitioned. Such Workloads are now reactivated correctly. (#14879, @adibmbrk)\n- Scheduling: Fixed a bug where requeueing a Workload recomputed its scheduling equivalence hash even when neither the Workload nor its effective resource requests had changed, adding avoidable CPU and allocation overhead on the scheduler's requeue path. (#14958, @apullo777)\n- Scheduling: Fixed a bug which would charge the quota based on the LimitRange (if specified) for workloads\n  with only limits specified. That could create a mismatch between the charged quota and the resources actually\n  used by the running Pods. (#15039, @tomsen02)\n- SparkApplication: Fixed a bug where workloads using dynamic allocation could remain unready after executor scale-down. Workloads are now considered ready when the configured minimum number of executors is running. (#14984, @zhengchenyu)\n- TrainJob: Fix a bug where TrainJobs are stuck by using merge patches, instead of Updates, when admitting\n  or stopping TrainJobs, thus preserving the fields not represented in Kueue's vendored Trainer API. (#14842, @robert-bell)\n- WorkloadPriorityClass: Fixed a bug where a Workload that had reserved quota was repeatedly written with\n  a priorityClassRef the API server rejects, when its owner's WorkloadPriorityClass label was removed. (#15008, @tenzen-y)\n- WorkloadPriorityClass: Fixed the WorkloadPriorityClass controller to update workloads referencing a changed class through a bounded, cancellable worker pool instead of a serial, uninterruptible loop, and to report a single update error instead of one per failed workload. 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since `v0.18.6`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5), [`v0.18.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.6).\n\n- DRA & ResourceTransformation: Fixed a bug where DRA device-class mapping or a resource transformation under the reserved resource name `pods` was silently discarded or left the Workload permanently pending.\n  \n  Remove or rename those entries before upgrading, or the kueue-controller-manager will fail to start. Renaming a mapping name or an `outputs` key also requires updating the matching ClusterQueue `nominalQuota` entries in the same change. (#14758, @thc1006)\n \n## Changes by Kind\n\n### Bug or Regression\n\n- AdmissionChecks: Fix a bug where the Workload has an Admitted=True condition regardless of AdmissionCheck Rejection state. (#15006, @tenzen-y)\n- AdmissionFairSharing: Fixed preemption ordering for Workloads from same-named LocalQueues in different namespaces so that LocalQueue usage is considered. (#14875, @tomsen02)\n- FairSharing: Fix a bug where Kueue could miss valid preemption targets after selecting workloads from the preemptor's own ClusterQueue and lowering its DRS. The fix is guarded by the Alpha `FairSharingReevaluatePreemptionCandidates` feature gate, which is disabled by default. Enabling the gate may increase exposure to the known fair-sharing preemption-loop issue tracked in #14543. (#14768, @lightZebra)\n- Fixed a bug where a prebuilt or externally created Workload could be treated as equivalent to its Job even when the Job's pod template declared pod-level `resources` or `resourceClaims` that the Workload's PodSet omitted, letting the Workload reserve less quota than its Pods actually request. (#15015, @pujitha24)\n- Fixed a controller panic triggered by Namespace updates after a ClusterQueue failed to initialize because its Cohort had a cycle. (#14981, @YQ-Wang)\n- Helm: Fix a bug where user-defined metricsService labels are not propagated to the rendered manifests. (#15004, @HsiuChuanHsu)\n- KueueCtl: Fixed a bug where `kueuectl delete workload` deleted a recreated owner with a different UID. (#14883, @DevaanshPathak)\n- KueueCtl: Fixed the `kueuectl list clusterqueue` comand to respect KUEUECTL_LIST_REQUEST_LIMIT\n  and paginate API requests instead of issuing an unbounded LIST request. (#14881, @ErikJiang)\n- Kueueviz: fix namespace selector error on dashboard. (#14790, @mykysha)\n- MultiKueue: Fixed a bug where a Job is dispatched again due to propagated `spec.ttlSecondsAfterFinished` even after Job completion. Enable the Alpha `MultiKueueBatchJobClearingTTLSecondsAfterFinishedOnWorkerCluster` feature gate to enable fixing. (#14827, @kevin85421)\n- MultiKueue: Fixed a bug where a remote workload finishing with reason\n  OwnerNotFound was mirrored back verbatim, permanently finishing the manager\n  Workload and leaving the manager Pod's scheduling gates stuck. Such finishes\n  are now treated as a sync failure and reset for re-dispatch, matching\n  existing OutOfSync handling. (#15092, @mimowo)\n- MultiKueue: Fixed a bug where the WorkloadPriorityClass controller incorrectly updated the priority of MultiKueue remote workloads when a WorkloadPriorityClass value changed. Remote workloads are now skipped during priority synchronization. (#14996, @weizhoublue)\n- MultiKueue: Fixed stale observedGeneration on the AdmissionCheckActive condition after updating to a MultiKueueConfig that preserves the cluster health result. (#14914, @cryo-zd)\n- MultiKueue: Truncate quota automation condition messages so unsupported manager/worker resource configurations can be reported successfully. (#14988, @cryo-zd)\n- Observability: Scheduling hash re-computations are now logged at V5 via the contextual logger. (#15061, @apullo777)\n- Pending Workloads rejected by a LimitRange are requeued when the LimitRange's max, min, or maxLimitRequestRatio change, or the LimitRange is deleted. (#15030, @tomsen02)\n- Pod: Fixed a bug where a serving pod group's evicted pod could be left stuck in `Terminating` forever, since its `kueue.x-k8s.io/managed` finalizer was only removed for a Workload deletion, not for other evictions (e.g. a `recoveryTimeout` eviction). This could cause a legitimate replacement pod to be deleted as excess instead, or permanently block a same-name (StatefulSet-owned) replacement from ever being created. Kueue now removes the finalizer as soon as an evicted pod has actually terminated. (#14795, @mszadkow)\n- ProvisioningRequest: Fixed a bug where the `Active` condition's `observedGeneration` on a ProvisioningRequest AdmissionCheck was not updated when a configuration change kept the check healthy, leaving `observedGeneration` permanently behind `metadata.generation`. (#14933, @weizhoublue)\n- RayService: Fixed a bug where elastic (autoscaling) RayService pods could stay stuck in `SchedulingGated` on `kueue.x-k8s.io/elastic-job` after the origin workload slice was deleted, leaving the RayCluster below its desired replica count. (#15106, @mimowo)\n- Scheduling: Added the alpha `SchedulingEquivalenceHashingIgnorePodSetName` feature gate, disabled by default. When enabled, Workloads differing only in PodSet names share a scheduling equivalence class, so BestEffortFIFO queues stop re-evaluating each one individually. Requires `SchedulingEquivalenceHashing`. (#14805, @venuchitta)\n- Scheduling: Fix a bug in BestEffortFIFO where a workload with failed preemption could remain sticky at the queue head. (#15088, @tenzen-y)\n- Scheduling: Fix workloads becoming stranded after scheduling snapshot failures, and stale pending accounting when a LocalQueue moves to another ClusterQueue. (#13885, @apullo777)\n- Scheduling: Fixed a bug where a Workload deactivated with a derived `DeactivatedDueTo<Cause>` reason (such as `DeactivatedDueToRequeuingLimitExceeded`) could remain stuck after reactivation because its `WorkloadRequeued` condition was not transitioned. Such Workloads are now reactivated correctly. (#14878, @adibmbrk)\n- Scheduling: Fixed a bug where requeueing a Workload recomputed its scheduling equivalence hash even when neither the Workload nor its effective resource requests had changed, adding avoidable CPU and allocation overhead on the scheduler's requeue path. (#14958, @apullo777)\n- Scheduling: Fixed a bug which would charge the quota based on the LimitRange (if specified) for workloads\n  with only limits specified. That could create a mismatch between the charged quota and the resources actually\n  used by the running Pods. (#15038, @tomsen02)\n- SparkApplication: Fixed a bug where workloads using dynamic allocation could remain unready after executor scale-down. Workloads are now considered ready when the configured minimum number of executors is running. (#14982, @zhengchenyu)\n- TrainJob: Fix a bug where TrainJobs are stuck by using merge patches, instead of Updates, when admitting\n  or stopping TrainJobs, thus preserving the fields not represented in Kueue's vendored Trainer API. (#14841, @robert-bell)\n- WorkloadPriorityClass: Fixed a bug where a Workload that had reserved quota was repeatedly written with\n  a priorityClassRef the API server rejects, when its owner's WorkloadPriorityClass label was removed. (#15007, @tenzen-y)\n- WorkloadPriorityClass: Fixed the WorkloadPriorityClass controller to update workloads referencing a changed class through a bounded, cancellable worker pool instead of a serial, uninterruptible loop, and to report a single update error instead of one per failed workload. 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since `v0.19.1`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.19.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.1).\n\n## Changes by Kind\n\n### Feature\n\n- TAS: Reduced CPU time and memory allocations for snapshot creation by reusing cached topology trees when scheduling-relevant Node data is unchanged. Controlled by the `TASCacheTopologyTree` feature gate, which is Alpha and disabled by default. (#14639, @tenzen-y)\n- WorkloadAwareScheduler: Delegated TAS node readiness and `spec.unschedulable` checks to the `scheduler-library` instead of applying them when building the TAS node cache. Controlled by the `SchedulerLibraryIntegration` feature gate, which is Alpha and disabled by default. (#14613, @alien1403)\n\n### Bug or Regression\n\n- AFS: Fixed entry-penalty accounting leaks that could inflate LocalQueue fair-sharing usage when a Workload was re-admitted or exited before settlement. (#14153, @apullo777)\n- DRA: Fixed a bug where a negative extended-resource request quantity (reachable only when the `WorkloadValidateResourcesAreNonNegative` validation is disabled, or on a Workload created before that validation existed) could be merged as a negative DRA quota charge, silently offsetting a legitimate charge on the same logical resource. Negative extended-resource requests are now dropped the same way zero-valued ones already are. (#14655, @pujitha24)\n- DRA: Fixed quota undercount when two extended resource names sharing a deviceClassMappings key were requested by different containers in the same PodSet. (#14200, @pujitha24)\n- FairSharing: Collapsed the per-candidate FairSharing preemption log into one entry per ClusterQueue and serialize its DominantResourceShare values, reducing scheduler log volume at verbosity 4. (#14348, @venuchitta)\n- FairSharing: skip the FairSharing preemption tournament when the preemptor's dominant resource share is +Inf, since no candidate can be preempted, avoiding wasted per-candidate evaluation and its V(4) log volume. (#14671, @venuchitta)\n- Importer: Fixed a bug where the Pod importer picked a single ResourceFlavor for the whole Pod, so Pods whose resources map to different flavors could be imported with a wrong flavor assignment. Flavors are now resolved per requested resource. (#14579, @mszadkow)\n- JobFramework: Fixed ancestor resolution to verify that each controller ownerReference's UID matches the referenced object. Previously an object whose ownerReference named a Kueue-managed ancestor with a stale or mismatched UID was treated as managed by that ancestor and was skipped by Kueue (not suspended/gated and no Workload created). (#14658, @vladikkuzn)\n- LeaderWorkerSet: Fixed a bug where Pods of a LeaderWorkerSet admitted before the queue-name write moved into the LWS webhook could stay permanently SchedulingGated after an upgrade, eventually deactivating the Workload. Kueue now sets `kueue.x-k8s.io/queue-name` on LeaderWorkerSet Pods when adopting them and reconciles it on already-adopted gated Pods. (#14602, @anguszzzz)\n- MPIJob: Fixed TAS defaulting for runLauncherAsWorker jobs with missing or additional replica-spec entries, preventing a webhook panic and preserving rank-based topology placement. 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since `v0.18.5`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4), [`v0.18.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.5).\n\n## Changes by Kind\n\n### Feature\n\n- TAS: Reduced CPU time and memory allocations for snapshot creation by reusing cached topology trees when scheduling-relevant Node data is unchanged. Controlled by the `TASCacheTopologyTree` feature gate, which is Alpha and disabled by default. (#14644, @tenzen-y)\n\n### Bug or Regression\n\n- AFS: Fixed entry-penalty accounting leaks that could inflate LocalQueue fair-sharing usage when a Workload was re-admitted or exited before settlement. (#14153, @apullo777)\n- DRA: Fixed a bug where a negative extended-resource request quantity (reachable only when the `WorkloadValidateResourcesAreNonNegative` validation is disabled, or on a Workload created before that validation existed) could be merged as a negative DRA quota charge, silently offsetting a legitimate charge on the same logical resource. Negative extended-resource requests are now dropped the same way zero-valued ones already are. (#14654, @pujitha24)\n- DRA: Fixed quota undercount when two extended resource names sharing a deviceClassMappings key were requested by different containers in the same PodSet. (#14200, @pujitha24)\n- FairSharing: Collapsed the per-candidate FairSharing preemption log into one entry per ClusterQueue and serialize its DominantResourceShare values, reducing scheduler log volume at verbosity 4. (#14348, @venuchitta)\n- FairSharing: skip the FairSharing preemption tournament when the preemptor's dominant resource share is +Inf, since no candidate can be preempted, avoiding wasted per-candidate evaluation and its V(4) log volume. (#14674, @kshalot)\n- Importer: Fixed a bug where the Pod importer picked a single ResourceFlavor for the whole Pod, so Pods whose resources map to different flavors could be imported with a wrong flavor assignment. Flavors are now resolved per requested resource. (#14582, @mszadkow)\n- JobFramework: Fixed ancestor resolution to verify that each controller ownerReference's UID matches the referenced object. Previously an object whose ownerReference named a Kueue-managed ancestor with a stale or mismatched UID was treated as managed by that ancestor and was skipped by Kueue (not suspended/gated and no Workload created). (#14657, @vladikkuzn)\n- LeaderWorkerSet: Fixed a bug where Pods of a LeaderWorkerSet admitted before the queue-name write moved into the LWS webhook could stay permanently SchedulingGated after an upgrade, eventually deactivating the Workload. Kueue now sets `kueue.x-k8s.io/queue-name` on LeaderWorkerSet Pods when adopting them and reconciles it on already-adopted gated Pods. (#14603, @anguszzzz)\n- MPIJob: Fixed TAS defaulting for runLauncherAsWorker jobs with missing or additional replica-spec entries, preventing a webhook panic and preserving rank-based topology placement. (#14528, @thc1006)\n- MultiKueue: Fixed a bug where a stale `status.nominatedClusterNames` could cause Server-Side Apply field manager conflicts with external dispatchers. Kueue now clears the field through a MutatingAdmissionPolicy when a Workload is admitted or evicted. (#13749, @vic-comm)\n- MultiKueue: Fixed watch establishment to prevent timeouts from blocking indefinitely on delayed watch responses. (#14020, @Dasmat13)\n- PodGroup integration: Fixed a bug where a Pod could bypass ClusterQueue quota by setting `kueue.x-k8s.io/pod-group-name` to another Workload's name. Kueue now only adopts Workloads created by the pod-group framework (stamped with `kueue.x-k8s.io/is-group-workload`), and no longer finalizes a foreign Workload that merely shares the pod group name, which previously marked it Finished and released its quota while its pods were still running. (#14617, @vladikkuzn)\n- RayJob, RayCluster, RayService, and SparkApplication: Fixed a bug where removing the `kueue.x-k8s.io/queue-name` label from an unsuspended job was accepted, so the job stopped being managed by Kueue while its pods kept running and its resources were no longer counted against quota. Removing the label is now rejected, both from an unsuspended job and from a suspended job in a namespace with a default LocalQueue. Controlled by the `ValidateRayAndSparkJobUpdates` feature gate, which is Beta and enabled by default. (#14676, @tenzen-y)\n- Scheduling: Fix preemption thrashing/loops caused by desynchronized eviction completion times by prioritizing preemptor workloads at the head of the scheduling queue. This is guarded by the PrioritizePreemptorWorkloads Alpha feature gate, disabled by default. (#14683, @Nilsachy)\n- TAS: Fixed a bug where cross-flavor TAS usage was matched against topology domains a ResourceFlavor does not hold, adding redundant per-node work and V(3) log lines to every scheduling cycle. (#14174, @venuchitta)\n- TAS: Fixed a bug where node replacement treated sibling topology domains with a common string prefix as the same domain. (#14451, @tomsen02)\n- TAS: Fixed a bug where replacing an unhealthy node could assign a workload to a node already claimed by another workload in the same scheduling cycle, leaving its pod permanently Unschedulable until the PodsReady timeout evicted it. (#14646, @varunsyal)\n- VisibilityOnDemand: Fixed a bug where the `PositionInLocalQueue` on the ClusterQueue `pendingworkloads` was being inflated when two LocalQueues in different namespaces share the same name (for example, the auto-created `default` LocalQueue). (#14434, @pujitha24)\n- VisibilityOnDemand: Fixed a panic in the pending-workloads endpoints when prebuilt Workloads (BYOW) w/o priority are created (#14417, @thc1006)\n- WaitForPodsReady: Fixed a bug where the `kueue_ready_wait_time_seconds`, `kueue_admitted_until_ready_wait_time`, `kueue_local_queue_ready_wait_time_seconds` and `kueue_local_queue_admitted_until_ready_wait_time_seconds` metrics were emitted after failure recovery, skewing the metric towards longer wait times. 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since `v0.19.0`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0), [`v0.19.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.19.0).\r\n\r\n- LeaderWorkerSet: Fixed a quota bypass where raising `spec.leaderWorkerTemplate.size` on an already-admitted, Kueue-managed LeaderWorkerSet ran more pods per group than the reserved quota covered. `spec.leaderWorkerTemplate.size` is now immutable while the LeaderWorkerSet is managed by Kueue, behind the new `LWSImmutableGroupSize` feature gate (Beta, enabled by default). `spec.replicas` stays mutable.\r\n  \r\n  If you change `spec.leaderWorkerTemplate.size` on a Kueue-managed LeaderWorkerSet, recreate it at the new size instead, or disable the `LWSImmutableGroupSize` feature gate to keep the previous behavior, which also restores the quota bypass. (#13809, @ivnovakov)\r\n - TAS: Enforce stricter slice-size validation for Workloads. When podSetSliceRequiredTopology is specified, podSetSliceSize must also be specified and must be greater than 0. Non-positive slice sizes in topology constraints are also rejected.\r\n  \r\n  If you create Workload objects directly (or via custom controllers), update manifests before upgrade so that:\r\n  \r\n  - podSetSliceRequiredTopology is never set without podSetSliceSize\r\n  - podSetSliceSize is always greater than 0\r\n  - podSetSliceSize is not set when podSetSliceRequiredTopology is absent\r\n  - every podsetSliceRequiredTopologyConstraints entry has size greater than 0\r\n  \r\n  If you need a phased rollout, temporarily disable TASValidateWorkloadSliceSize, clean up invalid Workloads, then re-enable it. (#13737, @mszadkow)\r\n - TAS: Fix a bug where TASRecomputeAssignmentWithinSchedulingCycle can be enabled even if TopologyAwareScheduling is disabled.\r\n  \r\n  If you disable TopologyAwareScheduling, also set TASRecomputeAssignmentWithinSchedulingCycle=false before upgrading. (#14257, @tenzen-y)\r\n \r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Helm: the controller-manager Deployment now supports optional `controllerManager.strategy`, `controllerManager.hostNetwork`, and `controllerManager.dnsPolicy` values. (#13825, @dinhxuanvu)\r\n- MultiKueue: Forwarded in-place `serveConfigV2` (Ray Serve application config) updates on a `RayService` from the manager to the worker cluster, so editing the Serve config on the manager now takes effect on the worker promptly. Changes to `rayClusterConfig`/`upgradeStrategy` (zero-downtime upgrade) are not yet propagated. (#14036, @kevin85421)\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed a bug that could modify cached Workload data while calculating LocalQueue fair-sharing usage, potentially producing inconsistent scheduling snapshots. (#13568, @aburan28)\r\n- AFS: Fixed a bug where a LocalQueue with `fairSharing.weight: 0` could be prioritized for admission instead of deprioritized when AdmissionFairSharing is enabled. (#13559, @sumanthd032)\r\n- AFS: Fixed pending Workload snapshot ordering when a referenced LocalQueue is missing. (#13515, @YQ-Wang)\r\n- AdmissionFairSharing: Fixed a bug where resource usage smaller than one milli-unit was truncated to zero before it could accumulate, so with a long `usageHalfLifeTime` the `consumedResources` for CPU and extended resources such as GPUs stayed at `0` permanently and were ignored by fair sharing. (#13761, @Shreesha001)\r\n- AdmissionFairSharing: Fixed a bug where workloads admitted via AdmissionChecks could keep their entry penalty permanently, inflating LocalQueue fair-sharing usage and deprioritizing later workloads. (#13795, @apullo777)\r\n- AdmissionFairSharing: Fixed stale fair-sharing usage caused by entry penalties being applied to non-usage-based ClusterQueues or reapplied during second scheduling passes. (#13851, @apullo777)\r\n- AdmissionFairSharing: Fixed transient LocalQueue lookup errors causing a pending-Workload snapshot to mix\r\n  fair-sharing comparisons with standard queue ordering, resulting in a non-transitive comparator and inconsistent\r\n  admission order. When a lookup fails, the entire snapshot now falls back to standard queue ordering. (#13546, @YQ-Wang)\r\n- ClusterQueue: Fixed a bug where a terminating ClusterQueue (one with a deletion timestamp still retained by the resource-in-use finalizer because workloads are reserving quota) stopped updating `status.pendingWorkloads`, `status.admittedWorkloads`, and `status.reservingWorkloads` and never set its `Active` condition to `Terminating`, leaving stale status. Kueue now keeps the status of a terminating ClusterQueue accurate. (#13757, @kaushik229)\r\n- ConcurrentAdmission: Fix preemption ordering by waiting for more-preferred variants to be evaluated for admission before opening the preemption gate for a less-preferred variant. (#14281, @yuluo-yx)\r\n- Corrected invalid PodSet info errors to report the expected and actual PodSet counts in the correct order. (#13672, @cryo-zd)\r\n- DRA: Fixed DeviceClass validation errors reporting a duplicated request field path with an incorrect request index in counter-based and capacity-based quota paths. (#13899, @cryo-zd)\r\n- DRA: Fixed a bug where extended resource quota could be charged against a DeviceClass the scheduler would not allocate from when multiple DeviceClasses share the same `extendedResourceName`. (#14124, @thc1006)\r\n- DRA: Fixed a startup crash when `KueueDRAIntegrationPartitionableDevices` or `KueueDRAIntegrationConsumableCapacity` feature gates are enabled but the ResourceSlice API (`resource.k8s.io/v1`) is not available on the cluster. (#13720, @MaysaMacedo)\r\n- ElasticJobsViaWorkloadSlices & ProvisioningRequest: Fixed scale-from-zero admission for elastic jobs. Kueue now\r\n  omits zero-count PodSets, which are invalid in a ProvisioningRequest. If there are no other PodSets requiring ProvisioningRequests the AdmissionCheck is marked Ready. (#14210, @neilb-dotcom)\r\n- ElasticJobsViaWorkloadSlices: Fixed elastic jobs (e.g. autoscaling RayClusters via `ElasticJobsViaWorkloadSlices`) leaving scaled-up pods stuck `SchedulingGated` after the origin workload slice was deleted. (#14139, @dinhxuanvu)\r\n- ElasticJobsViaWorkloadSlices: Fixed the bug that changes to the `kueue.x-k8s.io/priority-class` label were not\r\n  reflected on the live Workload slices. (#13871, @thc1006)\r\n- Fixed a bug where a ClusterQueue with `flavorFungibility.preference: PreemptionOverBorrowing` could leave workloads pending indefinitely. A flavor that required preemption but had no preemption candidates could outrank a later flavor that fits, purely because its quota was sourceable at a shallower borrowing level in the cohort tree. (#13896, @YQ-Wang)\r\n- Fixed a bug where a Workload could be re-nominated to the same ResourceFlavor indefinitely and never reach the remaining flavors of its ResourceGroup. The flavor scan progress recorded for a Workload was discarded whenever the ClusterQueue's allocatable resource generation advanced, whenever the Workload was skipped due to in-cycle contention, or whenever the Workload was updated, all of which happen continuously on a busy Cohort. This most visibly affected Topology-Aware Scheduling, where a Workload whose topology cannot be placed on the flavor selected by quota needs to fall through to the next flavor. Controlled by the new `PreserveFlavorScanProgress` feature gate, enabled by default. (#13956, @varunsyal)\r\n- Fixed a bug where a transient ProvisioningRequest or PodTemplate creation error could remain in Workload status and later be reported as the cause of an unrelated deactivation. (#13874, @apullo777)\r\n- Fixed a bug where deleting a child object whose owner was already deleted (e.g. mixed foreground/background propagation during namespace teardown) could leave the child stuck in Terminating, because Kueue webhooks denied the garbage collector's finalizer-removal request with \"workload owner not found\". The tolerance applies only to objects already being deleted, and is gated by the new `SkipAncestorCheckForDeletedWorkloads` feature gate (Beta, enabled by default). (#13857, @tomsen02)\r\n- Fixed a bug where elastic-job worker pods could remain SchedulingGated for up to ~90s after a scale rollover when the ungater requeued a slice that had already finished. (#14277, @dinhxuanvu)\r\n- Fixed a bug where, with TASFailedNodeReplacementFailFast disabled, replacement pods for a workload whose node became unhealthy were ungated onto that same unhealthy node and immediately terminated, exhausting the pod recreation budget instead of waiting for a replacement domain. (#14119, @varunsyal)\r\n- Fixed a quantity larger than `int64` on a resource other than `cpu` being converted to a number of another magnitude, or of another sign, when Kueue computes a Workload's requests. A large enough resource transformation product could arrive negative and then be floored to zero, so the Workload was admitted against no quota at all. (#14112, @thc1006)\r\n- Fixed elastic job pods being ungated against a workload slice that was already being evicted, which allowed more pods to start than the slice still holding the reservation granted. (#13923, @thc1006)\r\n- Fixed missing UpdatedWorkload event when the AdmissionGatedBy annotation is propagated from a StatefulSet to its Workload. (#14120, @Shreesha001)\r\n- Fixed overly broad ClusterRole permissions by scoping webhook configuration and CRD access to only Kueue's own resources using `resourceNames` (#13610, @prash2512)\r\n- Fixed resource totals wrapping to a negative number when two contributions to the same resource sum past the int64 range. Both Requests implementations now saturate in Add and Sub, as they already did in Mul, so an unrepresentable total is no longer read as an empty request. (#14108, @thc1006)\r\n- HA: Fix a data race between concurrent reconciles in non-leading replicas, where the leader-aware decorator used one shared object as the destination for every lookup. (#14039, @thc1006)\r\n- Helm: Add `kueueViz.{backend,frontend}.ingress.tlsEnabled` to explicitly enable or disable TLS independently of `tlsSecretName`, allowing TLS without a chart-managed Secret. When unset, the existing `tlsSecretName`-based behavior is preserved. (#13891, @meln5674)\r\n- Job: Fixed a bug where failed indexes of Indexed Jobs using \"backoffLimitPerIndex\" continued to hold quota after being recorded in \"status.failedIndexes\". (#13717, @garg02)\r\n- KueueViz: Fixed a bug that displayed thousands of duplicate error notifications when a Workload was preempted. Users receive a single notification for each preemption. (#13442, @Vaishnav88sk)\r\n- KueueViz: Fixed crashes that occurred when the UI displayed error details containing values that could not be serialized. (#14038, @Dasmat13)\r\n- LeaderWorkerSet & StatefulSet: Fixed reconciliation errors in one independent branch cancelling the other branches. \r\n  LeaderWorkerSet Workload creation, update, and deletion branches now continue independently, as do StatefulSet \r\n  Pod finalization and Workload reconciliation. (#14286, @thc1006)\r\n- LeaderWorkerSet: Fixed a race when an existing Workload’s queue name and the LWS’s\r\n  kueue.x-k8s.io/admission-gated-by annotation changed during the same reconciliation. Kueue now persists both\r\n  changes atomically, preventing the Workload from entering the queue without its admission gate if the second\r\n  update is delayed or fails. (#14144, @tenzen-y)\r\n- MPIJob: Hardened `orderedReplicaTypes` against a nil `ReplicaSpec` value in `mpiReplicaSpecs`, avoiding a nil pointer dereference if such an object is ever constructed. Kubernetes API server schema pruning already prevents this from being reached through normal cluster usage. (#13739, @pujitha24)\r\n- ManagedJobsNamespaceSelector: Fixed a bug that added the queue-name label and suspended Jobs in excluded namespaces. Jobs in excluded namespaces are left unchanged.` (#13459, @PannagaRao)\r\n- MultiKueue & LeaderWorkerSet: Fixed a bug that prevented workloads from using PrebuiltWorkloads whose names exceeded the 63-character label limit when \"WorkloadIdentifierAnnotations\" was disabled. Kueue falls back to annotations for these Workloads. (#13650, @Dasmat13)\r\n- MultiKueue: Fixed a bug where scaling an elastic job managed through workload slices could delete the running remote objects of the replaced slice mid-handover, disrupting the job's pods. The replaced slice is now finished with reason `WorkloadSliceReplaced`, matching the scheduler, so its remote objects are kept during the handover. (#13575, @kevin85421)\r\n- MultiKueue: Fixed an issue where remote-cluster watcher goroutines could continue running after a worker cluster was removed, disconnected, or reconfigured. (#13829, @andrewseif)\r\n- MultiKueue: The example `create-multikueue-kubeconfig.sh` now grants `update` and `patch` on `ray.io/rayclusters` to the MultiKueue worker ServiceAccount. Without this, elastic RayCluster worker-group replica changes made on the management cluster (via the `ElasticJobsViaWorkloadSlices` feature gate) were rejected on the worker cluster with a 403 Forbidden and never propagated. (#13653, @kevin85421)\r\n- MultiKueue: The example worker-cluster RBAC generated by `create-multikueue-kubeconfig.sh` now grants `update` on `workloads`, which is required to propagate scale-down of elastic workloads (`ElasticJobsViaWorkloadSlices`) to the worker cluster. Without it, scaling an elastic workload down failed with a Forbidden error and the Workload reconcile looped. (#13693, @kevin85421)\r\n- MultiKueue: an elastic RayCluster (ElasticJobsViaWorkloadSlices) managed by MultiKueue is now rejected at admission if `enableInTreeAutoscaling` is set, as MultiKueue does not support Ray autoscaling yet. Previously such a RayCluster was accepted but deleted right after admission due to inconsistent autoscaler-sidecar accounting between the manager and the worker. (#13563, @kevin85421)\r\n- Observability: Fixed a bug where Kueue metrics could silently report incorrect quota and usage values for very large resource quantities due to integer overflow, potentially misleading dashboards and alerts. Metrics now preserve large values correctly and report unlimited quotas as \"+Inf\". (#14049, @tenzen-y)\r\n- Observability: Fixed a bug where a LocalQueue could continue reporting stale admitted/reserving workload counts and resource usage after its referenced ClusterQueue was deleted. (#13835, @andrewseif)\r\n- Observability: Fixed a bug where the `kueue_cluster_queue_resource_pending` metric could be permanently inflated when a LocalQueue resync pushed a workload that was already tracked as inadmissible in the ClusterQueue. (#13756, @RooobinYe)\r\n- RayCluster: Fixed an unclear validation error for Kueue-managed RayClusters that enable in-tree autoscaling without being configured as elastic jobs. The error explains that \"ElasticJobsViaWorkloadSlices\" and the \"kueue.x-k8s.io/elastic-job: \"true\"\" annotation are required. (#14003, @kevin85421)\r\n- RayJob: Fixed a bug where Workloads created for KubeRay RayJobs that ended in `ValidationFailed` could remain admitted and continue holding quota indefinitely. (#14192, @mszadkow)\r\n- ResourceTransformations × DRA: Fixed negative generated totals so they no longer reduce retained Pod requests or DRA logical-resource charges. Negative outputs can still offset other generated outputs, and contributions to the same resource are now summed deterministically. Also fixed `multiplyBy` to scale generated outputs only; with `Retain`, the original input quantity remains unchanged. (#14032, @thc1006)\r\n- Scheduling: Fixed a bug where editing the `nodeTaints` of a non-TAS ResourceFlavor did not retry workloads that had been made inadmissible by the taint, leaving them pending until an unrelated event triggered a retry. (#13688, @tomsen02)\r\n- Scheduling: Fixed a bug where editing the `tolerations` or `nodeLabels` of a non-TAS ResourceFlavor did not retry workloads that had been left inadmissible by the previous spec, leaving them pending until an unrelated event triggered a retry. (#13734, @tomsen02)\r\n- Scheduling: Fixed a bug where negative container resource requests or limits\r\n  could create artificial ClusterQueue quota credit, allowing Workloads to bypass\r\n  configured quota limits. Kueue now floors negative values to zero during quota\r\n  accounting and rejects them during Workload validation by default. The\r\n  validation is controlled by the Beta\r\n  `WorkloadValidateResourcesAreNonNegative` feature gate. (#13391, @vladikkuzn)\r\n- Scheduling: Kueue now recomputes an assignment calculated during nomination if its preemption targets overlap\r\n  with targets selected for workloads processed earlier in the same scheduling cycle. This fixes a starvation scenario\r\n  in which a large “hero” workload, on a busy cluster, could repeatedly conflict with earlier workloads on preemption\r\n  targets and remain unscheduled; see #13320 for details.\r\n  \r\n  The behavior is controlled by the Beta `RecomputeAssignmentUponPreemptionTargetsOverlap` feature gate. (#14246, @tenzen-y)\r\n- SparkApplication: Fixed a bug where errors adding volumes or volume mounts to driver and executor Pods were silently ignored. Configuration errors are reported during reconciliation instead. (#13562, @onkar717)\r\n- TAS: Fixed a bug that could prevent admission of otherwise feasible LeaderWorkerSet workloads when the selected leader domain reduced the capacity available to workers. For example, a 1-CPU leader and four 2-CPU workers can now be placed across 2-, 4-, and 3-CPU hosts in one rack by assigning the leader to the 3-CPU host, leaving capacity for all four workers. (#13766, @YQ-Wang)\r\n- TAS: Fixed a bug where a grouped PodSet (e.g. an LWS leader) with no requests for the TAS-managed resource was rejected with \"no TAS flavor assigned\". (#13859, @mszadkow)\r\n- TAS: Fixed a bug where a node whose hostname matched the value of the topology's top level was silently excluded from placement. The node stayed Ready with free capacity but never received pods, because its domain was recorded as its own parent and never registered as a topology root. (#14232, @akshay-pm)\r\n- TAS: Fixed a bug where in-place pod resize or node migration of a non-TAS pod on a TAS-relevant node never updated the scheduler's usage cache, causing TAS workloads to see stale capacity until the pod terminated. (#13822, @sohankunkerkar)\r\n- TAS: Fixed a bug where inadmissible TAS workloads were not automatically requeued when non-TAS pods terminated, potentially leaving workloads stuck pending despite available capacity. (#13772, @sohankunkerkar)\r\n- TAS: Fixed a bug where resource accounting was incorrect after a ResourceFlavor was deleted and recreated, including ClusterQueues with multiple TAS flavors, allowing workloads to be admitted against topology capacity already used by other admitted workloads. (#13612, @tomsen02)\r\n- TAS: Fixed a bug where scaling up an elastic workload (`ElasticJobsViaWorkloadSlicesWithTAS`) with a leader/workers pod set group could overwrite the running leader pod's `TopologyAssignment` with a newly computed placement, causing the leader pod to be restarted and lose state. Kueue now preserves the leader's existing assignment and only places the newly added workers. (#13813, @RooobinYe)\r\n- TAS: Fixed a bug where the scheduler panicked and crash-looped when logging the snapshot at verbosity `>= 6`, if a topology domain had capacity but no admitted TAS workloads. (#13686, @venuchitta)\r\n- TAS: Fixed a bug where updating `spec.nodeTaints` on a ResourceFlavor with `spec.topologyName` set did not retry inadmissible workloads, leaving them Pending until an unrelated event triggered a requeue. (#13656, @tomsen02)\r\n- TAS: Fixed a bug where workloads were rejected when a node capacity-to-request ratio exceeded the int32 range and the VectorizedResourceRequests feature gate was disabled. (#13530, @tomsen02)\r\n- TAS: Fixed an issue in queue management where workloads requiring a second pass of scheduling could be pre-queued multiple times concurrently, causing duplicate backoff timer callbacks. (#13747, @j-skiba)\r\n- TAS: Fixed an issue where workloads taking a second pass to complete a delayed topology assignment or replace a failed node could lose their existing quota reservation when `waitForPodsReady.blockAdmission` was enabled. Replacing a failed node could also clear the admission of a running workload. (#13736, @apullo777)\r\n- TAS: Fixed inconsistent use of the vectorized `SliceRequests` implementation introduced in #2953 to \r\n  optimize TAS hot paths. The remaining direct uses of `MapRequests` in non-hot paths are now replaced\r\n  with the `Requests` abstraction, with the implementation selected by factory functions based on the\r\n  `VectorizedResourceRequests` feature gate. The previous `MapRequests` implementation remains available\r\n  when the feature gate is disabled. (#13487, @j-skiba)\r\n- TAS: Fixed regression where admission failure events for Topology-Aware Scheduling (TAS) missed reporting the limiting resource when a node's remaining capacity was zero. (#13400, @j-skiba)\r\n- TAS: Reduced excessively large assumptions-violation logs to a short summary. Operators can view the individual leaf domain IDs at verbosity 6 when detailed diagnostics are needed. (#14259, @tenzen-y)\r\n- The Workload validating webhook panicked when the `QuotaReserved` condition was set while `status.admission` was absent, so the API server refused the request with an internal error rather than one naming the field. It is now refused as a validation error. An update that leaves a Workload in the state it was already in is allowed through, so an object that entered etcd without passing through admission, from a restore or a migration, can still be updated and removed. (#14014, @thc1006)\r\n- Workload: Fixed a bug where Workloads with invalid labels or annotations in PodSet template metadata could be admitted and fail later when creating Pods. Kueue now rejects them during admission, controlled by the WorkloadValidationForPodSetMetadata feature gate (Beta, enabled by default). (#13679, @Dasmat13)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- Helm: Aligned the default integration framework ordering with the Kustomize\r\n  controller configuration. This does not change the set of enabled integrations\r\n  or their runtime behavior. (#13384, @YQ-Wang)\r\n- KueueViz: Removed debug console.log and console.error statements from the frontend. WebSocket connection events, flavor data updates, and message-parse errors no longer appear in the browser developer console. Errors are still visible in the KueueViz UI through normal React state handling. (#14172, @Dasmat13)\r\n- Observability: Fixed logs at verbosity 6 and below that did not conform to the JSON Lines format, allowing log collectors to parse them consistently. (#13666, @Dasmat13)\r\n- Scheduling: Unified the remaining resource-request construction paths to use factory methods that select either the `MapRequests` or `SliceRequests` implementation based on the `VectorizedResourceRequests` feature gate. 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since `v0.18.4`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3), [`v0.18.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.4).\n\n- LeaderWorkerSet: Fixed a quota bypass where raising `spec.leaderWorkerTemplate.size` on an already-admitted, Kueue-managed LeaderWorkerSet ran more pods per group than the reserved quota covered. `spec.leaderWorkerTemplate.size` is now immutable while the LeaderWorkerSet is managed by Kueue, behind the new `LWSImmutableGroupSize` feature gate (Beta, enabled by default). `spec.replicas` stays mutable.\n  \n  If you change `spec.leaderWorkerTemplate.size` on a Kueue-managed LeaderWorkerSet, recreate it at the new size instead, or disable the `LWSImmutableGroupSize` feature gate to keep the previous behavior, which also restores the quota bypass. (#13807, @ivnovakov)\n - TAS: Enforce stricter slice-size validation for Workloads. When podSetSliceRequiredTopology is specified, podSetSliceSize must also be specified and must be greater than 0. Non-positive slice sizes in topology constraints are also rejected.\n  \n  If you create Workload objects directly (or via custom controllers), update manifests before upgrade so that:\n  \n  - podSetSliceRequiredTopology is never set without podSetSliceSize\n  - podSetSliceSize is always greater than 0\n  - podSetSliceSize is not set when podSetSliceRequiredTopology is absent\n  - every podsetSliceRequiredTopologyConstraints entry has size greater than 0\n  \n  If you need a phased rollout, temporarily disable TASValidateWorkloadSliceSize, clean up invalid Workloads, then re-enable it. (#13741, @mszadkow)\n - TAS: Fix a bug where TASRecomputeAssignmentWithinSchedulingCycle can be enabled even if TopologyAwareScheduling is disabled.\n  \n  If you disable TopologyAwareScheduling, also set TASRecomputeAssignmentWithinSchedulingCycle=false before upgrading. (#14256, @tenzen-y)\n \n## Changes by Kind\n\n### Feature\n\n- Helm: the controller-manager Deployment now supports optional `controllerManager.strategy`, `controllerManager.hostNetwork`, and `controllerManager.dnsPolicy` values. (#13824, @dinhxuanvu)\n- MultiKueue: Forwarded in-place `serveConfigV2` (Ray Serve application config) updates on a `RayService` from the manager to the worker cluster, so editing the Serve config on the manager now takes effect on the worker promptly. Changes to `rayClusterConfig`/`upgradeStrategy` (zero-downtime upgrade) are not yet propagated. (#14036, @kevin85421)\n- Observability: Added `kueue_unadmitted_workloads` and `kueue_local_queue_unadmitted_workloads` metrics (gated by `UnadmittedWorkloadsObservability`) to track the count of unadmitted workloads by ClusterQueue/LocalQueue and the underlying blockage cause (e.g., `WaitingForQuota`, `ChecksNotReady`). (#13617, @j-skiba)\n- Observability: Added granular Kubernetes warning event reasons for unadmitted\n  Workloads, such as `WaitingForQuota`, `NoMatchingFlavor`,\n  `ExceedsMaxQuota`, and `TopologyPlacementFailed`, matching the reason reported\n  in the `QuotaReserved` condition. The feature is disabled by default,\n  and guarded by `UnadmittedWorkloadsObservability`. The related proactive\n  initialization of explicit unadmitted status conditions is separately guarded\n  by `UnadmittedWorkloadsExplicitStatus`, which is also disabled by\n  default, and requires `UnadmittedWorkloadsObservability`. (#13659, @j-skiba)\n- Observability: Added support for the UnadmittedWorkloadsObservability feature gate in the workload controller. When enabled, Kueue populates the QuotaReserved workload condition with granular reasons (such as Misconfigured, Suspended, or AdmissionGated) and detailed messages when a workload cannot be admitted, making it easier for operators to diagnose admission issues. (#13584, @j-skiba)\n- Scheduling: Added the `UnadmittedWorkloadsExplicitStatus` feature gate. When enabled, newly created workloads immediately receive explicit unadmitted status conditions (`QuotaReserved=False` and `Admitted=False`) during initial reconciliation to improve queue state observability. (#13590, @j-skiba)\n- Scheduling: Workloads bypassed by the scheduling equivalence cache now receive the granular failure reason (e.g., `WaitingForQuota`) and a bypass message in their `QuotaReserved` condition, improving visibility into why the workload was unadmitted. (#13593, @j-skiba)\n- When the `UnadmittedWorkloadsObservability` feature gate is enabled, workloads that fail to obtain a quota reservation now receive detailed diagnostic reasons in their `QuotaReserved` status condition (such as `WaitingForQuota`, `ExceedsMaxQuota`, `TopologyPlacementFailed`, or `NoMatchingFlavor`) along with an explicit `Admitted: False` condition. (#13532, @j-skiba)\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, clearing workload quota reservation in the ConcurrentAdmission controller reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13624, @j-skiba)\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, releasing quota reservation in JobFramework and StatefulSet controllers reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13620, @j-skiba)\n\n### Bug or Regression\n\n- AFS: Fixed a bug that could modify cached Workload data while calculating LocalQueue fair-sharing usage, potentially producing inconsistent scheduling snapshots. (#13569, @aburan28)\n- AFS: Fixed a bug where a LocalQueue with `fairSharing.weight: 0` could be prioritized for admission instead of deprioritized when AdmissionFairSharing is enabled. (#13481, @sumanthd032)\n- AFS: Fixed pending Workload snapshot ordering when a referenced LocalQueue is missing. (#13517, @YQ-Wang)\n- AdmissionFairSharing: Fixed a bug where resource usage smaller than one milli-unit was truncated to zero before it could accumulate, so with a long `usageHalfLifeTime` the `consumedResources` for CPU and extended resources such as GPUs stayed at `0` permanently and were ignored by fair sharing. (#13763, @Shreesha001)\n- AdmissionFairSharing: Fixed a bug where workloads admitted via AdmissionChecks could keep their entry penalty permanently, inflating LocalQueue fair-sharing usage and deprioritizing later workloads. (#12786, @apullo777)\n- AdmissionFairSharing: Fixed stale fair-sharing usage caused by entry penalties being applied to non-usage-based ClusterQueues or reapplied during second scheduling passes. (#13853, @apullo777)\n- AdmissionFairSharing: Fixed transient LocalQueue lookup errors causing a pending-Workload snapshot to mix\n  fair-sharing comparisons with standard queue ordering, resulting in a non-transitive comparator and inconsistent\n  admission order. When a lookup fails, the entire snapshot now falls back to standard queue ordering. (#13525, @YQ-Wang)\n- ClusterQueue: Fixed a bug where a terminating ClusterQueue (one with a deletion timestamp still retained by the resource-in-use finalizer because workloads are reserving quota) stopped updating `status.pendingWorkloads`, `status.admittedWorkloads`, and `status.reservingWorkloads` and never set its `Active` condition to `Terminating`, leaving stale status. Kueue now keeps the status of a terminating ClusterQueue accurate. (#13759, @kaushik229)\n- Corrected invalid PodSet info errors to report the expected and actual PodSet counts in the correct order. (#13673, @cryo-zd)\n- DRA: Fix workloads retaining DRA-mapped resource names after their DeviceClass is deleted. (#14085, @tenzen-y)\n- DRA: Fixed DeviceClass validation errors reporting a duplicated request field path with an incorrect request index in counter-based quota paths. (#13924, @cryo-zd)\n- DRA: Fixed a bug where extended resource quota could be charged against a DeviceClass the scheduler would not allocate from when multiple DeviceClasses share the same `extendedResourceName`. (#14044, @thc1006)\n- DRA: Fixed a startup crash when KueueDRAIntegrationPartitionableDevices feature gate is enabled but the ResourceSlice API (resource.k8s.io/v1) is not available on the cluster. (#13721, @MaysaMacedo)\n- ElasticJobsViaWorkloadSlices & ProvisioningRequest: Fixed scale-from-zero admission for elastic jobs. Kueue now\n  omits zero-count PodSets, which are invalid in a ProvisioningRequest. If there are no other PodSets requiring ProvisioningRequests the AdmissionCheck is marked Ready. (#14240, @neilb-dotcom)\n- ElasticJobsViaWorkloadSlices: Fixed elastic jobs (e.g. autoscaling RayClusters via `ElasticJobsViaWorkloadSlices`) leaving scaled-up pods stuck `SchedulingGated` after the origin workload slice was deleted. (#14139, @dinhxuanvu)\n- ElasticJobsViaWorkloadSlices: Fixed the bug that changes to the `kueue.x-k8s.io/priority-class` label were not\n  reflected on the live Workload slices. (#13780, @thc1006)\n- Fixed a bug where a ClusterQueue with `flavorFungibility.preference: PreemptionOverBorrowing` could leave workloads pending indefinitely. A flavor that required preemption but had no preemption candidates could outrank a later flavor that fits, purely because its quota was sourceable at a shallower borrowing level in the cohort tree. (#13903, @YQ-Wang)\n- Fixed a bug where a Workload could be re-nominated to the same ResourceFlavor indefinitely and never reach the remaining flavors of its ResourceGroup. The flavor scan progress recorded for a Workload was discarded whenever the ClusterQueue's allocatable resource generation advanced, whenever the Workload was skipped due to in-cycle contention, or whenever the Workload was updated, all of which happen continuously on a busy Cohort. This most visibly affected Topology-Aware Scheduling, where a Workload whose topology cannot be placed on the flavor selected by quota needs to fall through to the next flavor. Controlled by the new `PreserveFlavorScanProgress` feature gate, enabled by default. (#13956, @varunsyal)\n- Fixed a bug where a transient ProvisioningRequest or PodTemplate creation error could remain in Workload status and later be reported as the cause of an unrelated deactivation. (#13875, @apullo777)\n- Fixed a bug where deleting a child object whose owner was already deleted (e.g. mixed foreground/background propagation during namespace teardown) could leave the child stuck in Terminating, because Kueue webhooks denied the garbage collector's finalizer-removal request with \"workload owner not found\". The tolerance applies only to objects already being deleted, and is gated by the new `SkipAncestorCheckForDeletedWorkloads` feature gate (Beta, enabled by default). (#13857, @tomsen02)\n- Fixed a bug where elastic-job worker pods could remain SchedulingGated for up to ~90s after a scale rollover when the ungater requeued a slice that had already finished. (#14283, @mimowo)\n- Fixed a bug where, with TASFailedNodeReplacementFailFast disabled, replacement pods for a workload whose node became unhealthy were ungated onto that same unhealthy node and immediately terminated, exhausting the pod recreation budget instead of waiting for a replacement domain. (#14118, @varunsyal)\n- Fixed a quantity larger than `int64` on a resource other than `cpu` being converted to a number of another magnitude, or of another sign, when Kueue computes a Workload's requests. A large enough resource transformation product could arrive negative and then be floored to zero, so the Workload was admitted against no quota at all. (#14113, @thc1006)\n- Fixed elastic job pods being ungated against a workload slice that was already being evicted, which allowed more pods to start than the slice still holding the reservation granted. (#13914, @thc1006)\n- Fixed missing UpdatedWorkload event when the AdmissionGatedBy annotation is propagated from a StatefulSet to its Workload. (#14121, @Shreesha001)\n- Fixed overly broad ClusterRole permissions by scoping webhook configuration and CRD access to only Kueue's own resources using `resourceNames` (#13611, @prash2512)\n- Fixed resource totals wrapping to a negative number when two contributions to the same resource sum past the int64 range. Both Requests implementations now saturate in Add and Sub, as they already did in Mul, so an unrepresentable total is no longer read as an empty request. (#14109, @thc1006)\n- HA: Fix a data race between concurrent reconciles in non-leading replicas, where the leader-aware decorator used one shared object as the destination for every lookup. (#14040, @thc1006)\n- Helm: Add `kueueViz.{backend,frontend}.ingress.tlsEnabled` to explicitly enable or disable TLS independently of `tlsSecretName`, allowing TLS without a chart-managed Secret. When unset, the existing `tlsSecretName`-based behavior is preserved. (#13892, @meln5674)\n- Job: Fixed a bug where failed indexes of Indexed Jobs using \"backoffLimitPerIndex\" continued to hold quota after being recorded in \"status.failedIndexes\". (#13718, @garg02)\n- KueueViz: Fixed a bug that displayed thousands of duplicate error notifications when a Workload was preempted. Users receive a single notification for each preemption. (#13440, @Vaishnav88sk)\n- KueueViz: Fixed crashes that occurred when the UI displayed error details containing values that could not be serialized. (#14037, @Dasmat13)\n- LeaderWorkerSet & StatefulSet: Fixed reconciliation errors in one independent branch cancelling the other branches. \n  LeaderWorkerSet Workload creation, update, and deletion branches now continue independently, as do StatefulSet \n  Pod finalization and Workload reconciliation. (#14285, @thc1006)\n- LeaderWorkerSet: Fixed a race when an existing Workload’s queue name and the LWS’s\n  kueue.x-k8s.io/admission-gated-by annotation changed during the same reconciliation. Kueue now persists both\n  changes atomically, preventing the Workload from entering the queue without its admission gate if the second\n  update is delayed or fails. (#14145, @tenzen-y)\n- MPIJob: Hardened `orderedReplicaTypes` against a nil `ReplicaSpec` value in `mpiReplicaSpecs`, avoiding a nil pointer dereference if such an object is ever constructed. Kubernetes API server schema pruning already prevents this from being reached through normal cluster usage. (#13740, @pujitha24)\n- ManagedJobsNamespaceSelector: Fixed a bug that added the queue-name label and suspended Jobs in excluded namespaces. Jobs in excluded namespaces are left unchanged.` (#13460, @PannagaRao)\n- MultiKueue & LeaderWorkerSet: Fixed a bug that prevented workloads from using PrebuiltWorkloads whose names exceeded the 63-character label limit when \"WorkloadIdentifierAnnotations\" was disabled. Kueue falls back to annotations for these Workloads. (#13636, @Dasmat13)\n- MultiKueue: Fixed a bug where scaling an elastic job managed through workload slices could delete the running remote objects of the replaced slice mid-handover, disrupting the job's pods. The replaced slice is now finished with reason `WorkloadSliceReplaced`, matching the scheduler, so its remote objects are kept during the handover. (#13489, @kevin85421)\n- MultiKueue: Fixed an issue where remote-cluster watcher goroutines could continue running after a worker cluster was removed, disconnected, or reconfigured. (#13839, @andrewseif)\n- MultiKueue: Stop considering `spec.PreemptionGates` when syncing workloads. The preemption gates on the manager and worker clusters are treated independently - they are not copied from the manager to the workers and differences between them are not considered as out-of-sync. This fixes an issue where creating a MultiKueue workload with a preemption gate would cause an infinite loop of sync and deletions on the worker clusters. (#14258, @tenzen-y)\n- MultiKueue: The example `create-multikueue-kubeconfig.sh` now grants `update` and `patch` on `ray.io/rayclusters` to the MultiKueue worker ServiceAccount. Without this, elastic RayCluster worker-group replica changes made on the management cluster (via the `ElasticJobsViaWorkloadSlices` feature gate) were rejected on the worker cluster with a 403 Forbidden and never propagated. (#13654, @kevin85421)\n- MultiKueue: The example worker-cluster RBAC generated by `create-multikueue-kubeconfig.sh` now grants `update` on `workloads`, which is required to propagate scale-down of elastic workloads (`ElasticJobsViaWorkloadSlices`) to the worker cluster. Without it, scaling an elastic workload down failed with a Forbidden error and the Workload reconcile looped. (#13694, @kevin85421)\n- MultiKueue: an elastic RayCluster (ElasticJobsViaWorkloadSlices) managed by MultiKueue is now rejected at admission if `enableInTreeAutoscaling` is set, as MultiKueue does not support Ray autoscaling yet. Previously such a RayCluster was accepted but deleted right after admission due to inconsistent autoscaler-sidecar accounting between the manager and the worker. (#14061, @tenzen-y)\n- Observability: Fixed a bug where Kueue metrics could silently report incorrect quota and usage values for very large resource quantities due to integer overflow, potentially misleading dashboards and alerts. Metrics now preserve large values correctly and report unlimited quotas as \"+Inf\". (#14050, @tenzen-y)\n- Observability: Fixed a bug where a LocalQueue could continue reporting stale admitted/reserving workload counts and resource usage after its referenced ClusterQueue was deleted. (#13834, @andrewseif)\n- Observability: Fixed a bug where the `kueue_cluster_queue_resource_pending` metric could be permanently inflated when a LocalQueue resync pushed a workload that was already tracked as inadmissible in the ClusterQueue. (#13758, @RooobinYe)\n- RayCluster: Fixed an unclear validation error for Kueue-managed RayClusters that enable in-tree autoscaling without being configured as elastic jobs. The error explains that \"ElasticJobsViaWorkloadSlices\" and the \"kueue.x-k8s.io/elastic-job: \"true\"\" annotation are required. (#13996, @kevin85421)\n- RayJob: Fixed a bug where Workloads created for KubeRay RayJobs that ended in `ValidationFailed` could remain admitted and continue holding quota indefinitely. (#14194, @mszadkow)\n- ResourceTransformations × DRA: Fixed negative generated totals so they no longer reduce retained Pod requests or DRA logical-resource charges. Negative outputs can still offset other generated outputs, and contributions to the same resource are now summed deterministically. Also fixed `multiplyBy` to scale generated outputs only; with `Retain`, the original input quantity remains unchanged. (#13986, @thc1006)\n- Scheduling: Fixed a bug where editing the `nodeTaints` of a non-TAS ResourceFlavor did not retry workloads that had been made inadmissible by the taint, leaving them pending until an unrelated event triggered a retry. (#13687, @tomsen02)\n- Scheduling: Fixed a bug where editing the `tolerations` or `nodeLabels` of a non-TAS ResourceFlavor did not retry workloads that had been left inadmissible by the previous spec, leaving them pending until an unrelated event triggered a retry. (#13734, @tomsen02)\n- Scheduling: Fixed a bug where negative container resource requests or limits\n  could create artificial ClusterQueue quota credit, allowing Workloads to bypass\n  configured quota limits. Kueue now floors negative values to zero during quota\n  accounting and rejects them during Workload validation by default. The\n  validation is controlled by the Beta\n  `WorkloadValidateResourcesAreNonNegative` feature gate. (#13392, @vladikkuzn)\n- Scheduling: Fixed a concurrency bug in BestEffortFIFO ClusterQueues where the\n  sticky Workload could change while pending Workloads were being sorted, making\n  the comparison non-transitive and potentially corrupting the scheduler queue or\n  visibility snapshot ordering. (#12797, @somaz94)\n- Scheduling: Kueue now recomputes an assignment calculated during nomination if its preemption targets overlap\n  with targets selected for workloads processed earlier in the same scheduling cycle. This fixes a starvation scenario\n  in which a large “hero” workload, on a busy cluster, could repeatedly conflict with earlier workloads on preemption\n  targets and remain unscheduled; see #13320 for details.\n  \n  The behavior is controlled by the Beta `RecomputeAssignmentUponPreemptionTargetsOverlap` feature gate. (#14248, @tenzen-y)\n- SparkApplication: Fixed a bug where errors adding volumes or volume mounts to driver and executor Pods were silently ignored. Configuration errors are reported during reconciliation instead. (#13561, @onkar717)\n- TAS: Fixed a bug that could prevent admission of otherwise feasible LeaderWorkerSet workloads when the selected leader domain reduced the capacity available to workers. For example, a 1-CPU leader and four 2-CPU workers can now be placed across 2-, 4-, and 3-CPU hosts in one rack by assigning the leader to the 3-CPU host, leaving capacity for all four workers. (#13767, @YQ-Wang)\n- TAS: Fixed a bug where a grouped PodSet (e.g. an LWS leader) with no requests for the TAS-managed resource was rejected with \"no TAS flavor assigned\". (#13862, @mszadkow)\n- TAS: Fixed a bug where a node whose hostname matched the value of the topology's top level was silently excluded from placement. The node stayed Ready with free capacity but never received pods, because its domain was recorded as its own parent and never registered as a topology root. (#14233, @akshay-pm)\n- TAS: Fixed a bug where in-place pod resize or node migration of a non-TAS pod on a TAS-relevant node never updated the scheduler's usage cache, causing TAS workloads to see stale capacity until the pod terminated. (#13823, @sohankunkerkar)\n- TAS: Fixed a bug where inadmissible TAS workloads were not automatically requeued when non-TAS pods terminated, potentially leaving workloads stuck pending despite available capacity. (#13773, @sohankunkerkar)\n- TAS: Fixed a bug where resource accounting was incorrect after a ResourceFlavor was deleted and recreated, including ClusterQueues with multiple TAS flavors, allowing workloads to be admitted against topology capacity already used by other admitted workloads. (#13613, @tomsen02)\n- TAS: Fixed a bug where scaling up an elastic workload (`ElasticJobsViaWorkloadSlicesWithTAS`) with a leader/workers pod set group could overwrite the running leader pod's `TopologyAssignment` with a newly computed placement, causing the leader pod to be restarted and lose state. Kueue now preserves the leader's existing assignment and only places the newly added workers. (#14064, @tenzen-y)\n- TAS: Fixed a bug where the scheduler panicked and crash-looped when logging the snapshot at verbosity `>= 6`, if a topology domain had capacity but no admitted TAS workloads. (#13712, @venuchitta)\n- TAS: Fixed a bug where updating `spec.nodeTaints` on a ResourceFlavor with `spec.topologyName` set did not retry inadmissible workloads, leaving them Pending until an unrelated event triggered a requeue. (#13657, @tomsen02)\n- TAS: Fixed a bug where workloads were rejected when a node capacity-to-request ratio exceeded the int32 range and the VectorizedResourceRequests feature gate was disabled. (#13531, @tomsen02)\n- TAS: Fixed an issue in queue management where workloads requiring a second pass of scheduling could be pre-queued multiple times concurrently, causing duplicate backoff timer callbacks. (#13748, @j-skiba)\n- TAS: Fixed an issue where workloads taking a second pass to complete a delayed topology assignment or replace a failed node could lose their existing quota reservation when `waitForPodsReady.blockAdmission` was enabled. Replacing a failed node could also clear the admission of a running workload. (#13735, @apullo777)\n- TAS: Fixed elastic workload placement to preserve leader pod set assignments and capacity accounting when worker counts stay the same or scale down. (#14076, @tenzen-y)\n- TAS: Fixed inconsistent use of the vectorized `SliceRequests` implementation introduced in #2953 to \n  optimize TAS hot paths. The remaining direct uses of `MapRequests` in non-hot paths are now replaced\n  with the `Requests` abstraction, with the implementation selected by factory functions based on the\n  `VectorizedResourceRequests` feature gate. The previous `MapRequests` implementation remains available\n  when the feature gate is disabled. (#13503, @j-skiba)\n- TAS: Fixed regression where admission failure events for Topology-Aware Scheduling (TAS) missed reporting the limiting resource when a node's remaining capacity was zero. (#13404, @j-skiba)\n- TAS: Reduced excessively large assumptions-violation logs to a short summary. Operators can view the individual leaf domain IDs at verbosity 6 when detailed diagnostics are needed. (#14260, @tenzen-y)\n- The Workload validating webhook panicked when the `QuotaReserved` condition was set while `status.admission` was absent, so the API server refused the request with an internal error rather than one naming the field. It is now refused as a validation error. An update that leaves a Workload in the state it was already in is allowed through, so an object that entered etcd without passing through admission, from a restore or a migration, can still be updated and removed. (#14014, @thc1006)\n- Workload: Fixed a bug where Workloads with invalid labels or annotations in PodSet template metadata could be admitted and fail later when creating Pods. Kueue now rejects them during admission, controlled by the WorkloadValidationForPodSetMetadata feature gate (Beta, enabled by default). (#13679, @Dasmat13)\n- Workloads: Fixed a validation bug that allowed the `queueName` of a quota-reserved Workload to be changed by first removing and then re-adding the field, bypassing its immutability constraint. Kueue now rejects adding, removing, or changing `queueName` while the Workload's quota remains reserved. (#14080, @kannon92)\n\n### Other (Cleanup or Flake)\n\n- Helm: Aligned the default integration framework ordering with the Kustomize\n  controller configuration. This does not change the set of enabled integrations\n  or their runtime behavior. (#13385, @YQ-Wang)\n- KueueViz: Removed debug console.log and console.error statements from the frontend. WebSocket connection events, flavor data updates, and message-parse errors no longer appear in the browser developer console. Errors are still visible in the KueueViz UI through normal React state handling. (#14173, @Dasmat13)\n- Observability: Fixed logs at verbosity 6 and below that did not conform to the JSON Lines format, allowing log collectors to parse them consistently. (#13667, @Dasmat13)\n- Scheduling: Unified the remaining resource-request construction paths to use factory methods that select either the `MapRequests` or `SliceRequests` implementation based on the `VectorizedResourceRequests` feature gate. 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since `v0.18.0`:\n\n## Actions Required Before Upgrading\n\n### (No, really, you MUST read this before you upgrade)\n\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\n\n- If you maintain an in-house integration you will need to modify the code\n  to pass the k8s context when calling the `RestorePodSetsInfo` function. (#13114, @ivnovakov)\n - KueuePopulator Helm: `helm uninstall` removes the ClusterQueue, ResourceFlavor, Topology, ConfigMap, and RBAC created by the chart, which previously leaked after uninstall.\n  \n  If you installed a previous version of the kueue-populator chart, its ConfigMap and RBAC (`*-kueue-hook-*` ServiceAccount/ClusterRole/ClusterRoleBinding and the `*-kueue-resources` ConfigMap) were created as Helm hooks and are not adopted by the new release. Delete them manually before upgrading to avoid `helm upgrade`/`install` ownership conflicts. (#12402, @kevin85421)\n - MultiKueue: Fixed a security vulnerability in `locationType=Path` kubeconfig handling\n  that could allow users with `MultiKueueCluster` create or update access to make the\n  controller read arbitrary files. Kueue now validates path-based kubeconfigs to stay under\n  `/etc/multikueue/kubeconfigs`.\n  \n  If you use `locationType=Path`, plan to move kubeconfig files under\n  `/etc/multikueue/kubeconfigs`, or switch to `locationType=Secret` or `ClusterProfile`.\n  This prepares your setup for future releases where `MultiKueueKubeConfigPathValidation`\n  is expected to be enabled by default. (#12223, @kannon92)\n - RayCluster: Fixed a bug where the Ray autoscaler sidecar container's resources were not counted against quota when in-tree autoscaling was enabled, causing the head PodSet to be under-counted. The head PodSet now includes the autoscaler sidecar (KubeRay's default `500m` CPU / `512Mi` memory, or `spec.autoscalerOptions.resources` when set).\n  \n  users with autoscaling-enabled RayClusters may need to increase their ClusterQueue CPU quota by 500m and memory quota by 512Mi per head pod to avoid admission failures after upgrading. (#12405, @kevin85421)\n - RayJob: Fixed a bug where the Ray job submitter container's resources were not counted against quota when `submissionMode: SidecarMode` was used, causing the head PodSet to be under-counted. The head PodSet now includes the submitter sidecar (KubeRay's default `500m` CPU / `200Mi` memory).\n  \n  After upgrading, RayJobs using `submissionMode: SidecarMode` reserve the submitter sidecar's resources (default `500m` CPU / `200Mi` memory) on the head. ClusterQueues sized without this headroom may fail to admit such RayJobs; increase the affected ClusterQueue's CPU/memory quota accordingly. (#12454, @kevin85421)\n - TAS: A negative `subGroupCount` on a Workload now produces an admission warning. \n  \n  Starting with the 0.20 release, a negative `subGroupCount` will be rejected at the API level. (#13101, @reruno)\n - WaitForPodsReady is now enabled by default. New Kueue installations and existing installations that do not explicitly configure `waitForPodsReady` will use the default WaitForPodsReady configuration (30 minute timeout, 30 minute recovery timeout). (#11855, @amirialy)\n \n## Changes by Kind\n\n### Deprecation\n\n- DRA: Remove the deprecated `DynamicResourceAllocation` feature gate. Use `KueueDRAIntegration` instead. (#12258, @kshalot)\n- MultiKueue: Added `accessProviders` as the preferred `ClusterProfile` field for\n  configuring cluster access providers. The existing `credentialsProviders` field remains\n  supported but is deprecated and cannot be used together with `accessProviders`. (#12011, @kahirokunn)\n\n### API Change\n\n- Use `SchemeGroupVersion` instead of `GroupVersion` in the API.\n  \n  If your code references the `GroupVersion` variable from the API, update it to use `SchemeGroupVersion` instead. (#12738, @mbobrovskyi)\n\n### Feature\n\n- AFS Observability: Added `kueue_local_queue_admission_fair_sharing_usage` Prometheus metric to report AFS usage per LocalQueue, calculated from the resource-weighted sum of consumed resources and pending admission penalties, and divided by the LocalQueue's fair sharing weight. (#12326, @ShaanveerS)\n- ConcurrentAdmission: Fixed Variants not being created or deleted when a ClusterQueue's resource flavors change. (#12501, @ivnovakov)\n- ConcurrentAdmission: make sure there is at most one preemption variant issuing preemptions at any given time.\n  This is achieved using the \"preemption gates\" mechanism. (#11872, @reruno)\n- DRA Partitionable Devices: support multi-counter tracking by allowing the same DeviceClass in multiple deviceClassMappings with different counter sources. Add ResourceSliceCache for consolidated ResourceSlice listing. (#13018, @PannagaRao)\n- DRA: Adds capacity-based quota for DRA devices with multiple allocations. (#13152, @sohankunkerkar)\n- Graduate KueueDRAIntegrationExtendedResource to Beta (enabled by default) (#13102, @PannagaRao)\n- Graduate KueueDRAIntegrationPartitionableDevices to Beta (enabled by default) (#13167, @PannagaRao)\n- Graduate ManagedJobsNamespaceSelectorAlwaysRespected to GA (#13021, @PannagaRao)\n- Graduate the AdmissionGatedBy feature gate to Beta, enabled by default. Users who previously had to manually enable this gate no longer need to. Users who do not use the `kueue.x-k8s.io/admission-gated-by` annotation are unaffected. (#12110, @carterpewpew)\n- Helm: Added enableVisibilityAuthReaderRoleBinding Helm value (default: true) to make the visibility server's auth-reader RoleBinding in kube-system optional. Set to false when deploying under a GitOps project that cannot manage resources in kube-system, and create the RoleBinding out-of-band instead. (#12699, @amy)\n- Increase OOTB QPS and concurrency for Kueue: QPS: 300, Burst=500, Workload concurrency: 10, LQ and CQ: 5. (#12440, @yuluo-yx)\n- KueueViz: Added a global rate limiter to the KueueViz backend to protect against distributed Denial of Service (DoS) attacks and TokenReview amplification. (#13173, @Vaishnav88sk)\n- MultiKueue Observability: Added a new metric `multikueue_workloads_dispatched_total` to count remote workloads successfully created by the MultiKueue manager per worker cluster. (#12782, @Mostafahassen1)\n- MultiKueue: Added a new metric `multikueue_workloads_admitted_total` that counts remote workloads admitted by a worker cluster, labeled by `cluster_queue`, `cluster`, and `replica_role`. (#13050, @Mostafahassen1)\n- MultiKueue: Elastic RayCluster worker-group replica changes made on the management cluster (via the `ElasticJobsViaWorkloadSlices` feature gate) now propagate to the RayCluster on the admitting worker cluster. Previously the remote RayCluster was created once and never resized. (#12885, @jiaoew1991)\n- MultiKueue: The incremental dispatcher now nominates worker clusters in the order defined in `MultiKueueConfig.spec.clusters` instead of alphabetically, enabling priority-based spillover (for example, trying cheaper on-premises clusters before public-cloud clusters). (#13041, @andrewseif)\n- MultiKueue: provide stepSize configuration for the Incremental Dispatcher. (#11208, @Mostafahassen1)\n- Observability: Added `kueue_unadmitted_workloads` and `kueue_local_queue_unadmitted_workloads` metrics (gated by `UnadmittedWorkloadsObservability`) to track the count of unadmitted workloads by ClusterQueue/LocalQueue and the underlying blockage cause (e.g., `WaitingForQuota`, `ChecksNotReady`). (#12759, @j-skiba)\n- Observability: Added granular Kubernetes warning event reasons for unadmitted\n  Workloads, such as `WaitingForQuota`, `NoMatchingFlavor`,\n  `ExceedsMaxQuota`, and `TopologyPlacementFailed`, matching the reason reported\n  in the `QuotaReserved` condition. The feature is disabled by default,\n  and guarded by `UnadmittedWorkloadsObservability`. The related proactive\n  initialization of explicit unadmitted status conditions is separately guarded\n  by `UnadmittedWorkloadsExplicitStatus`, which is also disabled by\n  default, and requires `UnadmittedWorkloadsObservability`. (#13022, @j-skiba)\n- Observability: Added support for the UnadmittedWorkloadsObservability feature gate in the workload controller. When enabled, Kueue populates the QuotaReserved workload condition with granular reasons (such as Misconfigured, Suspended, or AdmissionGated) and detailed messages when a workload cannot be admitted, making it easier for operators to diagnose admission issues. (#12510, @j-skiba)\n- Observability: Added the `kueue_pod_scheduling_gate_removal_seconds` histogram metric to\n  measure the time from Workload admission to Pod scheduling-gate removal, helping operators\n  track delays before admitted Pods can be scheduled. (#12137, @mbobrovskyi)\n- Observability: Updated the alpha custom metric labels API with support for source-specific labels, including labels sourced from Workloads, and allowlisting of tracked label values. The feature remains disabled by default and can be enabled using the `CustomMetricLabels` feature gate. (#12713, @Singularity23x0)\n- Observability: When enabling custom metric labels, workloads will automatically copy appropriate labels\n  and annotations from underlying jobs. PodSets must match annotation and label values defined as custom\n  metric label value sources across component Pods if feature enabled. (#13146, @Singularity23x0)\n- Promoted QuotaCheckStrategy to Beta and enabled by default. (#13075, @MaysaMacedo)\n- Scheduling: Added the `UnadmittedWorkloadsExplicitStatus` feature gate. When enabled, newly created workloads immediately receive explicit unadmitted status conditions (`QuotaReserved=False` and `Admitted=False`) during initial reconciliation to improve queue state observability. (#12719, @j-skiba)\n- Scheduling: Workloads bypassed by the scheduling equivalence cache now receive the granular failure reason (e.g., `WaitingForQuota`) and a bypass message in their `QuotaReserved` condition, improving visibility into why the workload was unadmitted. (#12821, @j-skiba)\n- Security: Added `curvePreferences` to `TLSOptions`, allowing administrators to\n  restrict the TLS key-exchange groups used by Kueue's TLS-enabled servers to an\n  approved set. Values are specified as numeric IANA TLS Supported Group IDs; when\n  the option is omitted, Go's default selection is used. (#11832, @kannon92)\n- TAS: Added the `TASAssignmentsEncodingByHostnamePrefix` feature gate (Beta, enabled by default). When enabled, Kueue uses hostname-prefix encoding for all hostname-level topology assignments, improving compaction for large assignments and supporting assignments that exceed the legacy single-slice limits. \n  \n  The new encoding allows the use of TAS for workloads spanning more than 100k nodes for most clusters. You can find more detailed compaction statistics in the PR description. (#11579, @ShaanveerS)\n- TAS: Graduated `TASMultiLayerTopology` to Beta and enabled it by default which \n  allows to configure multi-layer slice topology constraints per workload. (#12290, @ekam-walia)\n- WaitForPodsReady: Introduce the `DisableWaitForPodsReady` feature gate to allow disabling WaitForPodsReady.\n  This is a temporary knob, and will be removed in a future release provided no feedback which requests a permanent\n  knob. (#13107, @amirialy)\n- When the `UnadmittedWorkloadsObservability` feature gate is enabled, workloads that fail to obtain a quota reservation now receive detailed diagnostic reasons in their `QuotaReserved` status condition (such as `WaitingForQuota`, `ExceedsMaxQuota`, `TopologyPlacementFailed`, or `NoMatchingFlavor`) along with an explicit `Admitted: False` condition. (#12452, @j-skiba)\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, clearing workload quota reservation in the ConcurrentAdmission controller reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13020, @j-skiba)\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, releasing quota reservation in JobFramework and StatefulSet controllers reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13019, @j-skiba)\n- WorkloadAwareScheduler: Add the `SchedulerLibraryIntegration` feature gate. Perform the node domain TAS fit check using the `scheduler-library` (https://github.com/kubernetes-sigs/scheduler-library). (#13261, @kshalot)\n- Workloads: Increase the maximum number of PodSets per Workload from 10 to 18. (#12819, @mcochner)\n\n### Documentation\n\n- Docs: Added a version dropdown to the docs site navbar for switching between v0.16, v0.17, v0.18, and the current development version. (#13040, @baoalvin1)\n- Documentation: Add a deprecation note for the legacy Kubeflow Trainer v1. Users are notified that the integration\n  is deprecated and will be removed in a future release. (#12601, @mimowo)\n- Documentation: the Kueue webpage is redesigned and modernized. (#12412, @MichalZylinski)\n\n### Bug or Regression\n\n- AFS: Fixed ConsumedResources CPU truncating to zero when the sampling interval guard was bypassed by informer cache lag during initialization. (#12671, @sohankunkerkar)\n- AFS: Fixed a Denial of Service (DoS) vulnerability where deleting a LocalQueue could cause the Kueue scheduler to hang during AdmissionFairSharing calculations. (#13214, @Vaishnav88sk)\n- AFS: Fixed a race in Admission Fair Sharing penalty updates where concurrent workload operations could lose penalty changes, causing LocalQueues to receive incorrect priority. (#12697, @MaysaMacedo)\n- AFS: Fixed a race where a sampling tick running concurrently with workload settlement could persist a skewed ConsumedResources value in LocalQueue fair-sharing status. (#12939, @apullo777)\n- AFS: Fixed consumed-resources cache initialization and warm-start recovery so LocalQueue usage is not over-counted during cache seeding, and persisted historical usage is preserved after manager restarts when workload settlement runs before LocalQueue reconciliation. (#12891, @apullo777)\n- CLI: Fix --dry-run flag being silently ignored in kueuectl resume/stop localqueue and clusterqueue subcommands. (#12617, @carterpewpew)\n- ConfigAPI: Fixed TLS configuration validation to report all detected option errors instead of only the last one. (#12292, @kannon92)\n- ConfigAPI: TLS: Fixed a bug where invalid webhook server TLS settings could be silently ignored,\n  causing the webhook server to start with Go TLS defaults. Kueue now fails startup with a\n  clear configuration error, matching metrics server TLS validation behavior. (#12293, @kannon92)\n- DRA: Fix an integer overflow in device-count quota accounting where a ResourceClaimTemplate with very large device counts could be admitted over quota and leave a negative used-quota in the ClusterQueue status. (#12897, @thc1006)\n- DRA: Fix workloads retaining DRA-mapped resource names after their DeviceClass is deleted. (#11927, @sohankunkerkar)\n- DRA: Fixed a bug where byte-valued Partitionable Devices (counter-based) resources were displayed as raw byte integers in Workload and ClusterQueue status. \n  These resources are formatted using human-readable BinarySI units, such as Mi and Gi. (#12989, @amarkdotdev)\n- DRA: Fixed a bug where pending Workloads using DRA extended resources were not requeued when their `DeviceClass` was deleted or its `extendedResourceName` changed. Kueue now re-evaluates affected Workloads so they do not remain in stale admission state. (#11929, @sohankunkerkar)\n- DRA: Fixed a bug where workloads with device constraints (matchAttribute) or device config were incorrectly rejected as unsupported instead of being admitted for quota. (#12451, @sohankunkerkar)\n- DRA: Fixed configuration validation to reject `deviceClassMappings[].sources` when the `KueueDRAIntegrationPartitionableDevices` feature gate is disabled, preventing unsupported partitionable-device configuration from being accepted. (#12134, @sohankunkerkar)\n- DRA: Fixed hot reconcile loops for inadmissible Workloads with deterministic DRA resolution\n  failures. Kueue now avoids requeueing permanent DRA spec or configuration errors while still\n  retrying transient failures with backoff. (#12002, @thc1006)\n- DRA: Fixed incorrect quota charging for invalid driver-published device counters by clamping them to the non-negative \n  int64 range before computing quota charges. (#12945, @thc1006)\n- DRA: fixed a potential int64 overflow in the counter-based device quota charge computation that could under-count quota when a driver publishes very large counter values. (#12909, @thc1006)\n- DRA: introduce a safeguard for invalid parameter combinations to prevent nil dereference crashes (#12889, @mykysha)\n- ElasticJobsViaWorkloadSlices: Fix the bug that regular (non-elastic) workloads with the required/preferred topology\n  were rejected when the feature ElasticJobsViaWorkloadSlicesWithTAS is enabled. (#11997, @yaroslava-serdiuk)\n- ElasticJobsViaWorkloadSlices: Fix workload slice misordering that could finish a correctly-admitted elastic workload slice when 3+ slices were created within the same second. (#12931, @sohankunkerkar)\n- ElasticJobsViaWorkloadSlices: Fixed a bug that allowed a replacement Workload slice to reference a Workload from another namespace when both used the same ClusterQueue, potentially causing the unrelated Workload to be treated and finished as the replaced slice. Workload slice replacements are now restricted to Workloads in the same namespace. (#13071, @mykysha)\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could cause elastic Jobs to\n  stall after Pods succeeded or failed, because terminal Pods continued to count\n  against the active Workload slice's admitted PodSet count and prevented\n  replacement Pods from being ungated. (#13126, @garg02)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where an elastic job could permanently fail to start (FailedToStart) due to stale Kueue-owned annotations on the pod template, e.g. after its workload was deleted, or after eviction of a previously scaled-up job. (#12994, @mcochner)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where reclaimable Pod accounting after scaling down an elastic Job could reserve quota for Pods that were no longer running. Reserved quota now tracks the remaining running Pods for indexed and non-indexed Jobs. (#13178, @Shreesha001)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling a Job below its accumulated succeeded count could permanently wedge the Workload reconciler and leak quota. (#12766, @Shreesha001)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling down an elastic Job could leave a stale reclaimablePods count, causing Kueue to account for less quota than the Job's remaining Pods were using. (#13044, @Shreesha001)\n- ElasticJobsViaWorkloadSlices: Fixed a bug where worker pods of an elastic job could be ungated after scale up, \n  past the ClusterQueue quota; ungating is now capped to the replicas granted quota across the workload-slice chain. (#12045, @mcochner)\n- Helm: Fix helm chart failing to install with a manager CrashLoopBackoff when cert-manager integration is enabled. (#12859, @meln5674)\n- Importer: Fixed LocalQueue namespace isolation to prevent information leakage between\n  namespaces when multiple LocalQueues with the same name exist in different namespaces. (#12309, @Singularity23x0)\n- Kueue-populator: Fixed `events.k8s.io` RBAC permissions for event recording. (#11975, @weizhoublue)\n- Kueue-populator: Fixed a bug where an error creating a LocalQueue was logged but not returned from Reconcile, \n  preventing controller-runtime from retrying. LocalQueue creation failures are now aggregated and returned so the request is requeued. (#12795, @NasitSony)\n- KueueViz: Fixed a Cross-Site WebSocket Hijacking (CSWSH) vulnerability in the KueueViz Backend by strictly validating WebSocket Origin headers to prevent unauthorized cross-origin data extraction. (#12734, @Vaishnav88sk)\n- KueueViz: Fixed a Denial of Service vulnerability where an oversized WebSocket frame could exhaust backend memory (OOM). Connections now enforce an 8 KiB read limit. (#12614, @ABHIGYAN-MOHANTA)\n- KueueViz: Fixed a bug where the dashboard briefly displayed zero counts for all metrics on page load before the WebSocket connection finished loading. (#11853, @YadavAkhileshh)\n- KueueViz: Fixed a layout-bleed bug where switching directly between detail pages briefly rendered stale queue data from the previously visited resource. (#11878, @YadavAkhileshh)\n- KueueViz: Fixed a security issue in kueueviz where WebSocket connections continued streaming cluster data after a bearer token expired or was revoked.\n  Connections are now closed within 30 seconds of token invalidation. (#12698, @Vaishnav88sk)\n- KueueViz: Fixed dashboard crash caused by missing optional chaining on flavor.resources (#12613, @ABHIGYAN-MOHANTA)\n- KueueViz: Improved workloads dashboard performance by avoiding repeated Pod list operations per Workload (#12777, @cryo-zd)\n- KueueViz: Navigating to an invalid cohort now displays a graceful error message instead of crashing the UI. (#13174, @Vaishnav88sk)\n- KueueViz: Prevent workload detail pages from crashing when Kubernetes Events have missing or invalid timestamps. (#13195, @YQ-Wang)\n- KueueViz: backend includes HTTP server timeouts (ReadHeaderTimeout, ReadTimeout, WriteTimeout, IdleTimeout) to prevent connection resource exhaustion. (#12590, @ABHIGYAN-MOHANTA)\n- KueueViz: frontend container image now runs as a non-root user (node) to adhere to the principle of least privilege. (#12586, @ABHIGYAN-MOHANTA)\n- LeaderWorkerSet: Fixed a bug where a LeaderWorkerSet with a negative or excessively large `spec.replicas` could crash the Kueue controller during reconciliation and MultiKueue workload processing. Kueue now rejects `spec.replicas` values that are negative or greater than 1000000 (#12715, @reruno)\n- LocalQueues: Fixed a bug that caused LocalQueue status updates to be rejected\n  when quota reservation or usage included more than 16 ResourceFlavors, leaving\n  the LocalQueue condition and workload counts stale. LocalQueue status now\n  supports up to 64 ResourceFlavors, matching the ClusterQueue limits. (#12082, @AsherWright)\n- MultiKueue: Fixed a bug that could leave stale status for Kubernetes Jobs in the manager\n  cluster when the worker-cluster Job reached steady state quickly and stopped getting\n  updates while the manager-cluster Job was still suspended. (#11867, @andrewseif)\n- MultiKueue: Fixed a bug where a remote Workload finishing with reason OutOfSync was mirrored as a terminal finish, leaving the manager Job stranded. Kueue now resets the MultiKueue AdmissionCheck to Retry, retries the Workload, and emits a warning event identifying the worker cluster. (#13047, @Smuger)\n- MultiKueue: Fixed a bug where a remote could be marked connected too late, causing early workload events to be handled incorrectly (as if the remote was unreachable). (#12824, @Vaishnav88sk)\n- MultiKueue: Fixed a bug where a transient watch reconnect to a worker cluster could evict a running admitted workload. Kueue now measures the worker-lost grace from when the worker cluster's connection first dropped, rather than from the admission check's transition time, and retries immediately only when the reserving worker is reachable but its remote workload is gone. (#12999, @kevin85421)\n- MultiKueue: Fixed a bug where admitted Pod workloads could trigger unnecessary Cluster Autoscaler scale-ups\n  in the manager cluster. Kueue now preserves the scheduling-gated PodScheduled condition for manager-cluster\n  Pods, since they are intended to run only in worker clusters. (#12262, @fg91)\n- MultiKueue: Fixed a bug where admitted workloads could remain stuck instead of being evicted and retried after `workerLostTimeout` when reconnecting to a worker cluster failed after its connection configuration changed. (#13188, @kevin85421)\n- MultiKueue: Fixed a bug where creating a Job on the manager cluster could\n  delete a pre-existing worker-local Job with the same namespace and name.\n  MultiKueue now deletes remote Jobs only when they are owned by MultiKueue. (#11877, @mszadkow)\n- MultiKueue: Fixed a bug where obsolete remote Workloads could remain on temporarily unavailable worker clusters when the manager Workload lost its reservation or was deleted. Kueue now retries cleanup after worker clusters reconnect. (#11515, @vamsikrishna-siddu)\n- MultiKueue: Fixed a data race where reconnecting a remote cluster could swap the remote client while other goroutines were reading it, which could crash-loop the controller manager. (#12612, @apullo777)\n- MultiKueue: Fixed custom jobs using external-framework adapters being repeatedly created and deleted on worker clusters when source-cluster metadata was copied to the remote object. (#12643, @apullo777)\n- MultiKueue: Fixes an observability bug where Pods scheduled in a worker cluster could still appear unscheduled\n  in the manager cluster (as `PodScheduled=False` would be preserved). The `PodScheduled` condition is now\n  synchronized from the worker cluster, while preserving `SchedulingGated` for unschedulable Pods to avoid spurious \n  scale-ups. (#13136, @fg91)\n- MultiKueue: Stop considering `spec.PreemptionGates` when syncing workloads. The preemption gates on the manager and worker clusters are treated independently - they are not copied from the manager to the workers and differences between them are not considered as out-of-sync. This fixes an issue where creating a MultiKueue workload with a preemption gate would cause an infinite loop of sync and deletions on the worker clusters. (#12587, @kshalot)\n- Observability: Fix ClusterQueue Borrowing Limit metric to display infinity if the limit is unset. (#11894, @mszadkow)\n- Observability: Fix verbose DRS logs failing to report DRS values due to JSON parsing error when handling fair sharing weight set to 0. (#13154, @kshalot)\n- Observability: Fixed LocalQueue gauge metrics not being reported after a LocalQueue starts matching the configured metrics selector. (#12894, @ikchifo)\n- Observability: Fixed a misleading `kueue_cluster_queue_lending_limit` metric value for ClusterQueues with unset `lendingLimit`. Kueue now reports `+Inf`, matching the actual unconstrained lending behavior instead of reporting 0. (#12143, @weizhoublue)\n- Observability: Fixed a race condition that could leave stale LocalQueue metrics after a label change caused the LocalQueue to stop matching the metrics selector. (#12283, @andrewseif)\n- Observability: add a safeguard check truncating the event messages to make sure the events can be successfully recorded in the API server. (#12028, @olekzabl)\n- PodGroup integration: Fixed a bug that allowed Workloads corresponding to PodGroups with the `WaitingForReplacementPods=True` condition to be re-admitted immediately. (#12768, @mbobrovskyi)\n- PriorityBooster: Fix a bug that events.k8s.io Events operation permission errors. (#11955, @dddwsd)\n- ProvisioningRequest: Fix a bug where ProvisioningRequest owned by finished or evicted Workloads are not cleaned up. The CleanupProvisioningRequestsOnEviction feature gate allows cleanup on eviction to be enabled by default. (#12522, @MatteoFari)\n- RayJob, RayCluster, RayService, JobSet, MPIJob, and Kubeflow Trainer jobs: Fixed a bug where changing a running job's pod set count, for example adding a worker group to a running RayCluster, could crash the Kueue controller during reconciliation. (#13025, @ivnovakov)\n- RayJob, RayCluster, and RayServe integrations: Fixed missing quota accounting for Redis cleanup resources when GCS fault tolerance is enabled. Kueue accounts for the Redis cleanup Job resources for workloads by folding the cleanup Job requests into the Ray head PodSet. (#11260, @nerdeveloper)\n- RayJob: Fix the integration controller dropping Kueue admission placement constraints (nodeSelector, tolerations, nodeAffinity) for the submitter pod when submitterPodTemplate is not explicitly set and submissionMode is K8sJobMode. (#12644, @carterpewpew)\n- RayService: Fixed a bug where deleting a Kueue-managed RayService with GCS fault tolerance enabled left KubeRay's Redis cleanup Job suspended forever, leaking the RayCluster's Redis metadata namespace. Kueue now defers finalizing the RayService's Workload until the cleanup Job completes. (#12778, @kevin85421)\n- ResourceTransformations: Fixed a bug where milli-valued quantities were rounded before\n  resource transformation multiplication. For example, multiplying `300m` CPU by `1000`\n  now correctly produces `300` instead of `3000`. (#12953, @wafrelka)\n- Scheduling: Fixed a bug where a workload could be stuck pending when its node selector referenced a label key declared by a different flavor in the same resource group. (#12449, @carterpewpew)\n- Scheduling: Fixed a concurrency bug in BestEffortFIFO ClusterQueues where the\n  sticky Workload could change while pending Workloads were being sorted, making\n  the comparison non-transitive and potentially corrupting the scheduler queue or\n  visibility snapshot ordering. (#12797, @somaz94)\n- Scheduling: Fixed resource accounting and validation for Pods using Kubernetes pod-level\n  resources (`pod.spec.resources`), including LimitRange defaulting and request/limit\n  validation. (#12334, @anuragdalvi)\n- Scheduling: Fixed stale scheduling queue entries for pending Workloads that transition\n  to `WorkloadOnHold`. (#12929, @anuragdalvi)\n- SparkApplication: Fixed a bug where the global spec.nodeSelector could overwrite driver or executor node selectors when they were admitted to different ResourceFlavors. (#12647, @carterpewpew)\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero caused its Workload to be incorrectly requeued for scheduling during the terminating-pod window, competing for quota it should no longer hold. (#12233, @gola)\n- TAS & Scheduling: Fixed a bug where Workloads owned by a single Pod could be reassigned after eviction or during TAS node hot swap, even though the existing Pod could not consume the new assignment. The fix applies when the SkipReassignmentForPodOwnedWorkloads feature gate is enabled. The gate is Beta and enabled by default in 0.19+, and Alpha and disabled by default in the 0.17 and 0.18 release branches. (#12980, @yakticus)\n- TAS: Added a fix for premature node replacement when a node remains NotReady while the workload's Pods are still running, which could cause the topology assignment to diverge from the actual Pod placement and corrupt per-node capacity accounting. The termination-driven behavior applies when TASReplaceNodeDueToNotReadyOverFixedTime is disabled. The gate is deprecated and disabled by default in 0.19+, and Beta and enabled by default in the 0.17 and 0.18 release branches. (#13043, @yakticus)\n- TAS: Fix a bug where TAS ignores excluded or transformed resources in node capacity tracking. (#12006, @wafrelka)\n- TAS: Fix a performance bug where repeatedly checking the enablement of the `TASRespectNodeAffinityPreferred` feature gate inside a hot sorting loop could significantly increase the scheduling time (14% by the attached benchmark). (#13144, @j-skiba)\n- TAS: Fixed a bug that could cause workloads from ClusterQueues considered later in a scheduling cycle to remain pending for prolonged periods. This could happen because TAS assignments computed independently during nomination were likely to conflict on some topology domains. Kueue now re-evaluates TAS assignments during scheduling when needed. (#12419, @mimowo)\n- TAS: Fixed a bug that permanently leaked Topology-Aware Scheduling (TAS) resources if a workload was deleted while its ClusterQueue was temporarily missing a required Topology. (#12733, @Vaishnav88sk)\n- TAS: Fixed a bug where a PodSet slice size that did not evenly divide its count could make the topology ungater panic repeatedly, so the workload's Pods stayed stuck gated. The ungater no longer panics and ungates the Pods that fit the topology assignment. (#13223, @ivnovakov)\n- TAS: Fixed a bug where a PodSet with `subGroupIndexLabel` set but a missing or zero `subGroupCount` could crash the tas-ungater controller. Kueue now falls back to greedy domain assignment for these pods instead of panicking. (#12807, @reruno)\n- TAS: Fixed a performance bug that caused remaining capacity to be repeatedly recalculated and resource maps to be unnecessarily copied during workload evaluation, particularly when evaluating multiple preemption candidate sets in\n  large clusters. The fix is guarded by the Beta `TASCachingRemainingResources` feature gate, which is enabled by default. (#13153, @j-skiba)\n- TAS: Fixed elastic workload placement to preserve leader pod set assignments and capacity accounting when worker counts stay the same or scale down. (#12436, @RooobinYe)\n- TAS: Fixed error handling for TAS topology assignments so Workloads are not considered\n  `Fit` when topology assignment fails. Kueue now treats such assignment errors as `NoFit`\n  instead of allowing the Workload to reserve quota. (#12055, @yaroslava-serdiuk)\n- TAS: domain selection is now deterministic when multiple domains tie on score; ties are broken by the domains' levelValues ordering. (#12052, @mvanhorn)\n- TAS: fixed excessive scheduling latency for workloads requiring preemption caused by repeatedly evaluating node selectors, tolerations, and affinity for each preemption simulation. The optimization is controlled by the beta `TASCacheNodeMatchResults` feature gate, enabled by default. (#13110, @j-skiba)\n- VisibilityOnDemand: Fixed a bug where a large or negative `limit` query parameter on the pending-workloads endpoints could crash the Kueue controller manager via memory exhaustion or a panic. The `limit` is now capped at 100000. (#13029, @reruno)\n- VisibilityOnDemand: Fixed a data race between the Visibility API pending-workloads endpoint and preemption requeuing that could crash the queue manager for BestEffortFIFO ClusterQueues. (#12736, @somaz94)\n- VisibilityOnDemand: Fixed forbidden list/watch errors caused by unused\n  MutatingAdmissionPolicy informers in the visibility server. (#11854, @kimminw00)\n- Workloads: Fixed a validation bug that allowed the `queueName` of a quota-reserved Workload to be changed by first removing and then re-adding the field, bypassing its immutability constraint. Kueue now rejects adding, removing, or changing `queueName` while the Workload's quota remains reserved. (#12594, @kannon92)\n\n### Other (Cleanup or Flake)\n\n- ElasticJob: Added a defensive safeguard to avoid stale pending expectations in no-op pod ungate paths, following \n  the pattern from the TAS topology ungater. (#12652, @weizhoublue)\n- Fair Sharing: add a safeguard to prevent a potential infinite loop when `DropQueue` is called for a standalone ClusterQueue without also calling `PopWorkload`. (#13187, @aburan28)\n- Kubeflow training v1 will be deprecated in future releases. The default settings will not included training v1. (#12606, @kannon92)\n- KueueViz: Fixed WebSocket backend handlers to report errors while fetching dashboard data\n  instead of silently ignoring them. (#12310, @yuluo-yx)\n- KueueViz: frontend and backend deployments include securityContext defaults (runAsNonRoot, readOnlyRootFilesystem, drop ALL capabilities) and httpGet liveness/readiness probes. (#12513, @ABHIGYAN-MOHANTA)\n- MultiKueue: Renamed the admission-check controller's \"reserving\" terminology to \"admitting\" to match the underlying `WorkloadAdmitted` condition. The AdmissionCheckState messages and events now read \"The workload was admitted on <cluster>\", \"Admitting remote lost\", \"Admitting remote no longer exists\", and \"Admitting remote temporarily unreachable\" instead of their \"reserving\"/\"got reservation on\" wording. (#13124, @kevin85421)\n- MultiKueue: `MultiKueueAllowInsecureKubeconfigs` is now locked to disabled. Remove `--feature-gates=MultiKueueAllowInsecureKubeconfigs=true` and use kubeconfigs with `certificate-authority-data` instead. (#12366, @apullo777)\n- Observability: Introduced logging of node replacements by NodeHotSwap. (#13215, @dkaluza)\n- Observability: Introduced logging of unhealthy nodes on workload updates. (#13271, @dkaluza)\n- Reduced Kueue manager RBAC permissions for several Kueue configuration resources to avoid unnecessary spec write access. (#11791, @MatteoFari)\n- TAS: Improved scheduling evaluation performance and reduced memory allocations for Topology-Aware Scheduling (TAS). (#13300, @j-skiba)\n- TAS: Reduced the CPU and memory overhead of building the topology snapshot on large clusters by no longer cloning per-node usage maps on every scheduling cycle. (#12672, @akshay-pm)\n- TAS: improved workload evaluation performance by optimizing domain-ordering tie-breaks for sibling node domains with equal available capacity. 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since `v0.18.3`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2), [`v0.18.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.3).\r\n\r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Helm: Added enableVisibilityAuthReaderRoleBinding Helm value (default: true) to make the visibility server's auth-reader RoleBinding in kube-system optional. Set to false when deploying under a GitOps project that cannot manage resources in kube-system, and create the RoleBinding out-of-band instead. (#13048, @amy)\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed a Denial of Service (DoS) vulnerability where deleting a LocalQueue could cause the Kueue scheduler to hang during AdmissionFairSharing calculations. (#13214, @Vaishnav88sk)\r\n- AFS: Fixed a race in Admission Fair Sharing penalty updates where concurrent workload operations could lose penalty changes, causing LocalQueues to receive incorrect priority. (#13285, @MaysaMacedo)\r\n- DRA: Fixed a bug where byte-valued Partitionable Devices (counter-based) resources were displayed as raw byte integers in Workload and ClusterQueue status. \r\n  These resources are formatted using human-readable BinarySI units, such as Mi and Gi. (#13038, @amarkdotdev)\r\n- DRA: introduce a safeguard for invalid parameter combinations to prevent nil dereference crashes (#12979, @mykysha)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug that allowed a replacement Workload slice to reference a Workload from another namespace when both used the same ClusterQueue, potentially causing the unrelated Workload to be treated and finished as the replaced slice. Workload slice replacements are now restricted to Workloads in the same namespace. (#13081, @mykysha)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could cause elastic Jobs to\r\n  stall after Pods succeeded or failed, because terminal Pods continued to count\r\n  against the active Workload slice's admitted PodSet count and prevented\r\n  replacement Pods from being ungated. (#13204, @garg02)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where an elastic job could permanently fail to start (FailedToStart) due to stale Kueue-owned annotations on the pod template, e.g. after its workload was deleted, or after eviction of a previously scaled-up job. (#13131, @mcochner)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where reclaimable Pod accounting after scaling down an elastic Job could reserve quota for Pods that were no longer running. Reserved quota now tracks the remaining running Pods for indexed and non-indexed Jobs. (#13263, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling down an elastic Job could leave a stale reclaimablePods count, causing Kueue to account for less quota than the Job's remaining Pods were using. (#13060, @Shreesha001)\r\n- KueueViz: Fixed a security issue in kueueviz where WebSocket connections continued streaming cluster data after a bearer token expired or was revoked.\r\n  Connections are now closed within 30 seconds of token invalidation. (#13130, @Vaishnav88sk)\r\n- KueueViz: Navigating to an invalid cohort now displays a graceful error message instead of crashing the UI. (#13246, @Vaishnav88sk)\r\n- KueueViz: Prevent workload detail pages from crashing when Kubernetes Events have missing or invalid timestamps. (#13207, @YQ-Wang)\r\n- MultiKueue: Fixed a bug where a remote Workload finishing with reason OutOfSync was mirrored as a terminal finish, leaving the manager Job stranded. Kueue now resets the MultiKueue AdmissionCheck to Retry, retries the Workload, and emits a warning event identifying the worker cluster. (#13086, @Smuger)\r\n- MultiKueue: Fixed a bug where a transient watch reconnect to a worker cluster could evict a running admitted workload. Kueue now measures the worker-lost grace from when the worker cluster's connection first dropped, rather than from the admission check's transition time, and retries immediately only when the reserving worker is reachable but its remote workload is gone. (#12999, @kevin85421)\r\n- MultiKueue: Fixed a bug where admitted workloads could remain stuck instead of being evicted and retried after `workerLostTimeout` when reconnecting to a worker cluster failed after its connection configuration changed. (#13188, @kevin85421)\r\n- MultiKueue: Fixes an observability bug where Pods scheduled in a worker cluster could still appear unscheduled\r\n  in the manager cluster (as `PodScheduled=False` would be preserved). The `PodScheduled` condition is now\r\n  synchronized from the worker cluster, while preserving `SchedulingGated` for unschedulable Pods to avoid spurious \r\n  scale-ups. (#13197, @fg91)\r\n- Observability: Fix verbose DRS logs failing to report DRS values due to JSON parsing error when handling fair sharing weight set to 0. (#13157, @kshalot)\r\n- RayJob, RayCluster, RayService, JobSet, MPIJob, and Kubeflow Trainer jobs: Fixed a bug where changing a running job's pod set count, for example adding a worker group to a running RayCluster, could crash the Kueue controller during reconciliation. (#13104, @ivnovakov)\r\n- TAS & Scheduling: Fixed a bug where Workloads owned by a single Pod could be reassigned after eviction or during TAS node hot swap, even though the existing Pod could not consume the new assignment. The fix applies when the SkipReassignmentForPodOwnedWorkloads feature gate is enabled. The gate is Beta and enabled by default in 0.19+, and Alpha and disabled by default in the 0.17 and 0.18 release branches. (#12980, @yakticus)\r\n- TAS: Added a fix for premature node replacement when a node remains NotReady while the workload's Pods are still running, which could cause the topology assignment to diverge from the actual Pod placement and corrupt per-node capacity accounting. The termination-driven behavior applies when TASReplaceNodeDueToNotReadyOverFixedTime is disabled. The gate is deprecated and disabled by default in 0.19+, and Beta and enabled by default in the 0.17 and 0.18 release branches. (#13096, @yakticus)\r\n- TAS: Fix a performance bug where repeatedly checking the enablement of the `TASRespectNodeAffinityPreferred` feature gate inside a hot sorting loop could significantly increase the scheduling time (14% by the attached benchmark). (#13145, @j-skiba)\r\n- TAS: Fixed a bug where a PodSet slice size that did not evenly divide its count could make the topology ungater panic repeatedly, so the workload's Pods stayed stuck gated. The ungater no longer panics and ungates the Pods that fit the topology assignment. (#13268, @ivnovakov)\r\n- TAS: Fixed a bug where a PodSet with `subGroupIndexLabel` set but a missing or zero `subGroupCount` could crash the tas-ungater controller. Kueue now falls back to greedy domain assignment for these pods instead of panicking. (#13065, @reruno)\r\n- TAS: Fixed a performance bug that caused remaining capacity to be repeatedly recalculated and resource maps to be unnecessarily copied during workload evaluation, particularly when evaluating multiple preemption candidate sets in\r\n  large clusters. The fix is guarded by the Beta `TASCachingRemainingResources` feature gate, which is enabled by default. (#13235, @j-skiba)\r\n- TAS: domain selection is now deterministic when multiple domains tie on score; ties are broken by the domains' levelValues ordering. (#13031, @mvanhorn)\r\n- TAS: fixed excessive scheduling latency for workloads requiring preemption caused by repeatedly evaluating node selectors, tolerations, and affinity for each preemption simulation. The optimization is controlled by the beta `TASCacheNodeMatchResults` feature gate, enabled by default. (#13206, @j-skiba)\r\n- VisibilityOnDemand: Fixed a bug where a large or negative `limit` query parameter on the pending-workloads endpoints could crash the Kueue controller manager via memory exhaustion or a panic. The `limit` is now capped at 100000. (#13053, @reruno)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- Observability: Introduced logging of node replacements by NodeHotSwap. (#13215, @dkaluza)\r\n- Observability: Introduced logging of unhealthy nodes on workload updates. (#13273, @dkaluza)\r\n- TAS: Improved scheduling evaluation performance and reduced memory allocations for Topology-Aware Scheduling (TAS). (#13327, @j-skiba)\r\n- TAS: improved workload evaluation performance by optimizing domain-ordering tie-breaks for sibling node domains with equal available capacity. (#13331, 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since `v0.17.7`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2), [`v0.17.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.3), [`v0.17.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.4), [`v0.17.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.5), [`v0.17.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.6), [`v0.17.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.7).\r\n\r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Helm: Added enableVisibilityAuthReaderRoleBinding Helm value (default: true) to make the visibility server's auth-reader RoleBinding in kube-system optional. Set to false when deploying under a GitOps project that cannot manage resources in kube-system, and create the RoleBinding out-of-band instead. (#13049, @amy)\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed a Denial of Service (DoS) vulnerability where deleting a LocalQueue could cause the Kueue scheduler to hang during AdmissionFairSharing calculations. (#13264, @Vaishnav88sk)\r\n- AFS: Fixed a race in Admission Fair Sharing penalty updates where concurrent workload operations could lose penalty changes, causing LocalQueues to receive incorrect priority. (#13287, @MaysaMacedo)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug that allowed a replacement Workload slice to reference a Workload from another namespace when both used the same ClusterQueue, potentially causing the unrelated Workload to be treated and finished as the replaced slice. Workload slice replacements are now restricted to Workloads in the same namespace. (#13082, @mykysha)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug that could cause elastic Jobs to\r\n  stall after Pods succeeded or failed, because terminal Pods continued to count\r\n  against the active Workload slice's admitted PodSet count and prevented\r\n  replacement Pods from being ungated. (#13203, @garg02)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where an elastic job could permanently fail to start (FailedToStart) due to stale Kueue-owned annotations on the pod template, e.g. after its workload was deleted, or after eviction of a previously scaled-up job. (#13132, @mcochner)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where reclaimable Pod accounting after scaling down an elastic Job could reserve quota for Pods that were no longer running. Reserved quota now tracks the remaining running Pods for indexed and non-indexed Jobs. (#13178, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling down an elastic Job could leave a stale reclaimablePods count, causing Kueue to account for less quota than the Job's remaining Pods were using. (#13044, @Shreesha001)\r\n- KueueViz: Fixed a security issue in kueueviz where WebSocket connections continued streaming cluster data after a bearer token expired or was revoked.\r\n  Connections are now closed within 30 seconds of token invalidation. (#13164, @Vaishnav88sk)\r\n- KueueViz: Navigating to an invalid cohort now displays a graceful error message instead of crashing the UI. (#13247, @Vaishnav88sk)\r\n- KueueViz: Prevent workload detail pages from crashing when Kubernetes Events have missing or invalid timestamps. (#13208, @YQ-Wang)\r\n- MultiKueue: Fixed a bug where a remote Workload finishing with reason OutOfSync was mirrored as a terminal finish, leaving the manager Job stranded. Kueue now resets the MultiKueue AdmissionCheck to Retry, retries the Workload, and emits a warning event identifying the worker cluster. (#13087, @Smuger)\r\n- MultiKueue: Fixed a bug where a transient watch reconnect to a worker cluster could evict a running admitted workload. Kueue now measures the worker-lost grace from when the worker cluster's connection first dropped, rather than from the admission check's transition time, and retries immediately only when the reserving worker is reachable but its remote workload is gone. (#12999, @kevin85421)\r\n- MultiKueue: Fixed a bug where admitted workloads could remain stuck instead of being evicted and retried after `workerLostTimeout` when reconnecting to a worker cluster failed after its connection configuration changed. (#13188, @kevin85421)\r\n- MultiKueue: Fixes an observability bug where Pods scheduled in a worker cluster could still appear unscheduled\r\n  in the manager cluster (as `PodScheduled=False` would be preserved). The `PodScheduled` condition is now\r\n  synchronized from the worker cluster, while preserving `SchedulingGated` for unschedulable Pods to avoid spurious \r\n  scale-ups. (#13198, @fg91)\r\n- Observability: Fix verbose DRS logs failing to report DRS values due to JSON parsing error when handling fair sharing weight set to 0. (#13156, @kshalot)\r\n- RayJob, RayCluster, RayService, JobSet, MPIJob, and Kubeflow Trainer jobs: Fixed a bug where changing a running job's pod set count, for example adding a worker group to a running RayCluster, could crash the Kueue controller during reconciliation. (#13111, @ivnovakov)\r\n- TAS & Scheduling: Fixed a bug where Workloads owned by a single Pod could be reassigned after eviction or during TAS node hot swap, even though the existing Pod could not consume the new assignment. The fix applies when the SkipReassignmentForPodOwnedWorkloads feature gate is enabled. The gate is Beta and enabled by default in 0.19+, and Alpha and disabled by default in the 0.17 and 0.18 release branches. (#12980, @yakticus)\r\n- TAS: Added a fix for premature node replacement when a node remains NotReady while the workload's Pods are still running, which could cause the topology assignment to diverge from the actual Pod placement and corrupt per-node capacity accounting. The termination-driven behavior applies when TASReplaceNodeDueToNotReadyOverFixedTime is disabled. The gate is deprecated and disabled by default in 0.19+, and Beta and enabled by default in the 0.17 and 0.18 release branches. (#13097, @yakticus)\r\n- TAS: Fixed a bug where a PodSet slice size that did not evenly divide its count could make the topology ungater panic repeatedly, so the workload's Pods stayed stuck gated. The ungater no longer panics and ungates the Pods that fit the topology assignment. (#13266, @ivnovakov)\r\n- TAS: Fixed a bug where a PodSet with `subGroupIndexLabel` set but a missing or zero `subGroupCount` could crash the tas-ungater controller. Kueue now falls back to greedy domain assignment for these pods instead of panicking. (#13072, @reruno)\r\n- TAS: Fixed a performance bug that caused remaining capacity to be repeatedly recalculated and resource maps to be unnecessarily copied during workload evaluation, particularly when evaluating multiple preemption candidate sets in\r\n  large clusters. The fix is guarded by the Beta `TASCachingRemainingResources` feature gate, which is enabled by default. (#13234, @j-skiba)\r\n- TAS: domain selection is now deterministic when multiple domains tie on score; ties are broken by the domains' levelValues ordering. (#12052, @mvanhorn)\r\n- TAS: fixed excessive scheduling latency for workloads requiring preemption caused by repeatedly evaluating node selectors, tolerations, and affinity for each preemption simulation. The optimization is controlled by the beta `TASCacheNodeMatchResults` feature gate, enabled by default. (#13205, @j-skiba)\r\n- VisibilityOnDemand: Fixed a bug where a large or negative `limit` query parameter on the pending-workloads endpoints could crash the Kueue controller manager via memory exhaustion or a panic. The `limit` is now capped at 100000. (#13052, @reruno)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- Observability: Introduced logging of node replacements by NodeHotSwap. (#13215, @dkaluza)\r\n- Observability: Introduced logging of unhealthy nodes on workload updates. (#13272, @dkaluza)\r\n- TAS: Improved scheduling evaluation performance and reduced memory allocations for Topology-Aware Scheduling (TAS). (#13326, @j-skiba)\r\n- TAS: improved workload evaluation performance by optimizing domain-ordering tie-breaks for sibling node domains with equal available capacity. (#13332, 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since `v0.18.0`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\r\n\r\n- If you maintain an in-house integration you will need to modify the code\r\n  to pass the k8s context when calling the `RestorePodSetsInfo` function. (#13114, @ivnovakov)\r\n - KueuePopulator Helm: `helm uninstall` removes the ClusterQueue, ResourceFlavor, Topology, ConfigMap, and RBAC created by the chart, which previously leaked after uninstall.\r\n  \r\n  If you installed a previous version of the kueue-populator chart, its ConfigMap and RBAC (`*-kueue-hook-*` ServiceAccount/ClusterRole/ClusterRoleBinding and the `*-kueue-resources` ConfigMap) were created as Helm hooks and are not adopted by the new release. Delete them manually before upgrading to avoid `helm upgrade`/`install` ownership conflicts. (#12402, @kevin85421)\r\n - MultiKueue: Fixed a security vulnerability in `locationType=Path` kubeconfig handling\r\n  that could allow users with `MultiKueueCluster` create or update access to make the\r\n  controller read arbitrary files. Kueue now validates path-based kubeconfigs to stay under\r\n  `/etc/multikueue/kubeconfigs`.\r\n  \r\n  If you use `locationType=Path`, plan to move kubeconfig files under\r\n  `/etc/multikueue/kubeconfigs`, or switch to `locationType=Secret` or `ClusterProfile`.\r\n  This prepares your setup for future releases where `MultiKueueKubeConfigPathValidation`\r\n  is expected to be enabled by default. (#12223, @kannon92)\r\n - RayCluster: Fixed a bug where the Ray autoscaler sidecar container's resources were not counted against quota when in-tree autoscaling was enabled, causing the head PodSet to be under-counted. The head PodSet now includes the autoscaler sidecar (KubeRay's default `500m` CPU / `512Mi` memory, or `spec.autoscalerOptions.resources` when set).\r\n  \r\n  users with autoscaling-enabled RayClusters may need to increase their ClusterQueue CPU quota by 500m and memory quota by 512Mi per head pod to avoid admission failures after upgrading. (#12405, @kevin85421)\r\n - RayJob: Fixed a bug where the Ray job submitter container's resources were not counted against quota when `submissionMode: SidecarMode` was used, causing the head PodSet to be under-counted. The head PodSet now includes the submitter sidecar (KubeRay's default `500m` CPU / `200Mi` memory).\r\n  \r\n  After upgrading, RayJobs using `submissionMode: SidecarMode` reserve the submitter sidecar's resources (default `500m` CPU / `200Mi` memory) on the head. ClusterQueues sized without this headroom may fail to admit such RayJobs; increase the affected ClusterQueue's CPU/memory quota accordingly. (#12454, @kevin85421)\r\n - TAS: A negative `subGroupCount` on a Workload now produces an admission warning. \r\n  \r\n  Starting with the 0.20 release, a negative `subGroupCount` will be rejected at the API level. (#13101, @reruno)\r\n - WaitForPodsReady is now enabled by default. New Kueue installations and existing installations that do not explicitly configure `waitForPodsReady` will use the default WaitForPodsReady configuration (30 minute timeout, 30 minute recovery timeout). (#11855, @amirialy)\r\n \r\n## Changes by Kind\r\n\r\n### Deprecation\r\n\r\n- DRA: Remove the deprecated `DynamicResourceAllocation` feature gate. Use `KueueDRAIntegration` instead. (#12258, @kshalot)\r\n- MultiKueue: Added `accessProviders` as the preferred `ClusterProfile` field for\r\n  configuring cluster access providers. The existing `credentialsProviders` field remains\r\n  supported but is deprecated and cannot be used together with `accessProviders`. (#12011, @kahirokunn)\r\n- TAS: node replacement is now triggered only when the workload's Pods on a NotReady node are terminating or terminated. The previous behavior of additionally marking a node as failed after it has been NotReady for a fixed 30s is deprecated and retained behind the TASReplaceNodeDueToNotReadyOverFixedTime feature gate (enabled by default in 0.17/0.18 backports, disabled by default and deprecated since 0.19, planned for removal). When that gate is disabled, TASReplaceNodeOnPodTermination has no effect. Nodes that are deleted or lack a Ready condition are still marked as failed immediately. (#13043, @yakticus)\r\n\r\n### API Change\r\n\r\n- Use `SchemeGroupVersion` instead of `GroupVersion` in the API.\r\n  \r\n  If your code references the `GroupVersion` variable from the API, update it to use `SchemeGroupVersion` instead. (#12738, @mbobrovskyi)\r\n\r\n### Feature\r\n\r\n- Add curvePreferences support to TLSOptions (#11832, @kannon92)\r\n- Added `kueue_local_queue_admission_fair_sharing_usage` Prometheus metric to report AFS usage per LocalQueue, calculated from the resource-weighted sum of consumed resources and pending admission penalties, and divided by the LocalQueue's fair sharing weight. (#12326, @ShaanveerS)\r\n- Added a new metric `multikueue_workloads_dispatched_total` to count remote workloads successfully created by the MultiKueue manager per worker cluster. (#12782, @Mostafahassen1)\r\n- Added the TASSkipReassignmentForPodOwnedWorkloads feature gate (Alpha in 0.18, Beta/on-by-default in 0.19). When enabled, Kueue no longer recomputes the topology assignment of a Workload owned by a single Pod: on node failure the existing assignment is kept, and on eviction (e.g. preemption) the Workload is parked with Requeued=False instead of being re-admitted with a new assignment. Such Workloads cannot receive replacement pods, so a recomputed assignment can never be consumed and only makes the stored placement diverge from the node the pod actually runs on. Recovery happens through the owning controller's replacement pod, which arrives as a new Workload. (#12980, @yakticus)\r\n- ConcurrentAdmission: Fixed Variants not being created or deleted when a ClusterQueue's resource flavors change. (#12501, @ivnovakov)\r\n- ConcurrentAdmission: make sure there is at most one preemption variant issuing preemptions at any given time.\r\n  This is achieved using the \"preemption gates\" mechanism. (#11872, @reruno)\r\n- Custom Metric Labels (Alpha): Admitted Active Workloads metric support for Workload labels/annotations. (#13210, @Singularity23x0)\r\n- Custom metric labels update:\r\n  - Adds SourceKind and TrackedValues fields support.\r\n  - Adds Workload labels support.\r\n  - Enforces new custom label config validation.\r\n  This is a breaking change for the custom metric labels alpha feature. (#12713, @Singularity23x0)\r\n- DRA Partitionable Devices: support multi-counter tracking by allowing the same DeviceClass in multiple deviceClassMappings with different counter sources. Add ResourceSliceCache for consolidated ResourceSlice listing. (#13018, @PannagaRao)\r\n- DRA: Adds capacity-based quota for DRA devices with multiple allocations. (#13152, @sohankunkerkar)\r\n- Graduate KueueDRAIntegrationExtendedResource to Beta (enabled by default) (#13102, @PannagaRao)\r\n- Graduate ManagedJobsNamespaceSelectorAlwaysRespected to GA (#13021, @PannagaRao)\r\n- Graduate the AdmissionGatedBy feature gate to Beta, enabled by default. Users who previously had to manually enable this gate no longer need to. Users who do not use the `kueue.x-k8s.io/admission-gated-by` annotation are unaffected. (#12110, @carterpewpew)\r\n- Helm: Added enableVisibilityAuthReaderRoleBinding Helm value (default: true) to make the visibility server's auth-reader RoleBinding in kube-system optional. Set to false when deploying under a GitOps project that cannot manage resources in kube-system, and create the RoleBinding out-of-band instead. (#12699, @amy)\r\n- Increase OOTB QPS and concurrency for Kueue: QPS: 300, Burst=500, Workload concurrency: 10, LQ and CQ: 5. (#12440, @yuluo-yx)\r\n- Increase the maximum number of PodSets per Workload from 10 to 18. (#12819, @mcochner)\r\n- KueueViz: Added a global rate limiter to the KueueViz backend to protect against distributed Denial of Service (DoS) attacks and TokenReview amplification. (#13173, @Vaishnav88sk)\r\n- MultiKueue: Added a new metric `multikueue_workloads_admitted_total` that counts remote workloads admitted by a worker cluster, labeled by `cluster_queue`, `cluster`, and `replica_role`. (#13050, @Mostafahassen1)\r\n- MultiKueue: Elastic RayCluster worker-group replica changes made on the management cluster (via the `ElasticJobsViaWorkloadSlices` feature gate) now propagate to the RayCluster on the admitting worker cluster. Previously the remote RayCluster was created once and never resized. (#12885, @jiaoew1991)\r\n- MultiKueue: Fixed a bug where admitted workloads could remain stuck instead of being evicted and retried after `workerLostTimeout` when reconnecting to a worker cluster failed after its connection configuration changed. (#13188, @kevin85421)\r\n- MultiKueue: The incremental dispatcher now nominates worker clusters in the order defined in `MultiKueueConfig.spec.clusters` instead of alphabetically, enabling priority-based spillover (for example, trying cheaper on-premises clusters before public-cloud clusters). (#13041, @andrewseif)\r\n- MultiKueue: provide stepSize configuration for the Incremental Dispatcher. (#11208, @Mostafahassen1)\r\n- Observability: Added `kueue_unadmitted_workloads` and `kueue_local_queue_unadmitted_workloads` metrics (gated by `UnadmittedWorkloadsObservability`) to track the count of unadmitted workloads by ClusterQueue/LocalQueue and the underlying blockage cause (e.g., `WaitingForQuota`, `ChecksNotReady`). (#12759, @j-skiba)\r\n- Observability: Added support for the UnadmittedWorkloadsObservability feature gate in the workload controller. When enabled, Kueue populates the QuotaReserved workload condition with granular reasons (such as Misconfigured, Suspended, or AdmissionGated) and detailed messages when a workload cannot be admitted, making it easier for operators to diagnose admission issues. (#12510, @j-skiba)\r\n- Observability: Added the `kueue_pod_scheduling_gate_removal_seconds` histogram metric to\r\n  measure the time from Workload admission to Pod scheduling-gate removal, helping operators\r\n  track delays before admitted Pods can be scheduled. (#12137, @mbobrovskyi)\r\n- Performance: Introduced `TASCachingRemainingResources` feature gate (enabled by default) to optimize Topology Aware Scheduling (TAS) preemption evaluation by caching per-leaf remaining capacities and reducing map allocations. (#13153, @j-skiba)\r\n- Promoted QuotaCheckStrategy to Beta and enabled by default. (#13075, @MaysaMacedo)\r\n- Scheduling: Added the `UnadmittedWorkloadsExplicitStatus` feature gate. When enabled, newly created workloads immediately receive explicit unadmitted status conditions (`QuotaReserved=False` and `Admitted=False`) during initial reconciliation to improve queue state observability. (#12719, @j-skiba)\r\n- Scheduling: Workloads bypassed by the scheduling equivalence cache now receive the granular failure reason (e.g., `WaitingForQuota`) and a bypass message in their `QuotaReserved` condition, improving visibility into why the workload was unadmitted. (#12821, @j-skiba)\r\n- TAS: Added the `TASAssignmentsEncodingByHostnamePrefix` feature gate (Beta, enabled by default). When enabled, Kueue uses hostname-prefix encoding for all hostname-level topology assignments, improving compaction for large assignments and supporting assignments that exceed the legacy single-slice limits. \r\n  \r\n  The new encoding allows the use of TAS for workloads spanning more than 100k nodes for most clusters. You can find more detailed compaction statistics in the PR description. (#11579, @ShaanveerS)\r\n- TAS: graduate TASMultiLayerTopology to Beta (enabled by default). (#12290, @ekam-walia)\r\n- TAS: graduate TASMultiLayerTopology to Beta (enabled by default). (#12880, @ekam-walia)\r\n- Update unadmitted workload Kubernetes warning events to emit granular reasons (`WaitingForQuota`, `NoMatchingFlavor`, `ExceedsMaxQuota`, `TopologyPlacementFailed`, `WaitingForPreemptedWorkloads`, `Misconfigured`, `Suspended`, `PendingEvaluation`) when the `UnadmittedWorkloadsObservability` feature gate is enabled, matching the `WorkloadQuotaReserved` condition reason. (#13022, @j-skiba)\r\n- WaitForPodsReady: Introduce the `DisableWaitForPodsReady` feature gate to allow disabling WaitForPodsReady.\r\n  This is a temporary knob, and will be removed in a future release provided no feedback which requests a permanent\r\n  knob. (#13107, @amirialy)\r\n- When the `UnadmittedWorkloadsObservability` feature gate is enabled, workloads that fail to obtain a quota reservation now receive detailed diagnostic reasons in their `QuotaReserved` status condition (such as `WaitingForQuota`, `ExceedsMaxQuota`, `TopologyPlacementFailed`, or `NoMatchingFlavor`) along with an explicit `Admitted: False` condition. (#12452, @j-skiba)\r\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, clearing workload quota reservation in the ConcurrentAdmission controller reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13020, @j-skiba)\r\n- Workload: When `UnadmittedWorkloadsObservability` is enabled, releasing quota reservation in JobFramework and StatefulSet controllers reports `QuotaReserved: False` with the `PendingEvaluation` reason instead of `Pending`. (#13019, @j-skiba)\r\n\r\n### Documentation\r\n\r\n- Docs: Added a version dropdown to the docs site navbar for switching between v0.16, v0.17, v0.18, and the current development version. (#13040, @baoalvin1)\r\n- Documentation: Add a deprecation note for the legacy Kubeflow Trainer v1. Users are notified that the integration\r\n  is deprecated and will be removed in a future release. (#12601, @mimowo)\r\n- Documentation: the Kueue webpage is redesigned and modernized. (#12412, @MichalZylinski)\r\n\r\n### Failing Test\r\n\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where an elastic job could permanently fail to start (FailedToStart) due to stale Kueue-owned annotations on the pod template, e.g. after its workload was deleted, or after eviction of a previously scaled-up job. (#12994, @mcochner)\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed ConsumedResources CPU truncating to zero when the sampling interval guard was bypassed by informer cache lag during initialization. (#12671, @sohankunkerkar)\r\n- AFS: Fixed a Denial of Service (DoS) vulnerability where deleting a LocalQueue could cause the Kueue scheduler to hang during AdmissionFairSharing calculations. (#13214, @Vaishnav88sk)\r\n- AFS: Fixed a race where a sampling tick running concurrently with workload settlement could persist a skewed ConsumedResources value in LocalQueue fair-sharing status. (#12939, @apullo777)\r\n- AFS: Fixed consumed-resources cache initialization and warm-start recovery so LocalQueue usage is not over-counted during cache seeding, and persisted historical usage is preserved after manager restarts when workload settlement runs before LocalQueue reconciliation. (#12891, @apullo777)\r\n- CLI: Fix --dry-run flag being silently ignored in kueuectl resume/stop localqueue and clusterqueue subcommands. (#12617, @carterpewpew)\r\n- ConfigAPI: Fixed TLS configuration validation to report all detected option errors instead of only the last one. (#12292, @kannon92)\r\n- ConfigAPI: TLS: Fixed a bug where invalid webhook server TLS settings could be silently ignored,\r\n  causing the webhook server to start with Go TLS defaults. Kueue now fails startup with a\r\n  clear configuration error, matching metrics server TLS validation behavior. (#12293, @kannon92)\r\n- Counter-based DRA logical resources are now displayed using binary units (for example `9984Mi`) instead of raw byte integers in workload and ClusterQueue status. (#12989, @amarkdotdev)\r\n- DRA: Fix an integer overflow in device-count quota accounting where a ResourceClaimTemplate with very large device counts could be admitted over quota and leave a negative used-quota in the ClusterQueue status. (#12897, @thc1006)\r\n- DRA: Fix workloads retaining DRA-mapped resource names after their DeviceClass is deleted. (#11927, @sohankunkerkar)\r\n- DRA: Fixed a bug where pending Workloads using DRA extended resources were not requeued when their `DeviceClass` was deleted or its `extendedResourceName` changed. Kueue now re-evaluates affected Workloads so they do not remain in stale admission state. (#11929, @sohankunkerkar)\r\n- DRA: Fixed a bug where workloads with device constraints (matchAttribute) or device config were incorrectly rejected as unsupported instead of being admitted for quota. (#12451, @sohankunkerkar)\r\n- DRA: Fixed configuration validation to reject `deviceClassMappings[].sources` when the `KueueDRAIntegrationPartitionableDevices` feature gate is disabled, preventing unsupported partitionable-device configuration from being accepted. (#12134, @sohankunkerkar)\r\n- DRA: Fixed hot reconcile loops for inadmissible Workloads with deterministic DRA resolution\r\n  failures. Kueue now avoids requeueing permanent DRA spec or configuration errors while still\r\n  retrying transient failures with backoff. (#12002, @thc1006)\r\n- DRA: Fixed incorrect quota charging for invalid driver-published device counters by clamping them to the non-negative \r\n  int64 range before computing quota charges. (#12945, @thc1006)\r\n- DRA: fixed a potential int64 overflow in the counter-based device quota charge computation that could under-count quota when a driver publishes very large counter values. (#12909, @thc1006)\r\n- DRA: introduce a safeguard for invalid parameter combinations to prevent nil dereference crashes (#12889, @mykysha)\r\n- ElasticJobsViaWorkloadSlices: Fix the bug that regular (non-elastic) workloads with the required/preferred topology\r\n  were rejected when the feature ElasticJobsViaWorkloadSlicesWithTAS is enabled. (#11997, @yaroslava-serdiuk)\r\n- ElasticJobsViaWorkloadSlices: Fix workload slice misordering that could finish a correctly-admitted elastic workload slice when 3+ slices were created within the same second. (#12931, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling a Job below its accumulated succeeded count could permanently wedge the Workload reconciler and leak quota. (#12766, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling down an elastic Job left a stale reclaimablePods count on its Workload, causing Kueue to release more quota than it should for the removed pods. (#13044, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling down an elastic Job over-reserved quota for the removed pods until the Job finished. Reserved quota now tracks the pods still running, for indexed and non-indexed Jobs. (#13178, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where worker pods of an elastic job could be ungated after scale up, \r\n  past the ClusterQueue quota; ungating is now capped to the replicas granted quota across the workload-slice chain. (#12045, @mcochner)\r\n- Fix a bug where on a reserved workload it is possible to change QueueName. (#12594, @kannon92)\r\n- Fixed LocalQueue status updates being rejected (\"status.flavorsReservation: Too many: ... must have at most 16 items\") when the referenced ClusterQueue has more than 16 flavors, by raising the LocalQueue status flavor limits to 64 to match the ClusterQueue limits. (#12082, @AsherWright)\r\n- Fixed a potential non-transitive ordering of the ClusterQueue queue and the visibility-server snapshot when a preempting (sticky) workload changed during a concurrent sort under BestEffortFIFO. (#12797, @somaz94)\r\n- Fixed elastic Jobs leaving replacement Pods gated when earlier Pods had already Succeeded or Failed. (#13126, @garg02)\r\n- Helm: Fix helm chart failing to install with a manager CrashLoopBackoff when cert-manager integration is enabled. (#12859, @meln5674)\r\n- Importer: Fixed LocalQueue namespace isolation to prevent information leakage between\r\n  namespaces when multiple LocalQueues with the same name exist in different namespaces. (#12309, @Singularity23x0)\r\n- Kueue-populator: Fixed `events.k8s.io` RBAC permissions for event recording. (#11975, @weizhoublue)\r\n- Kueue-populator: Fixed a bug where an error creating a LocalQueue was logged but not returned from Reconcile, \r\n  preventing controller-runtime from retrying. LocalQueue creation failures are now aggregated and returned so the request is requeued. (#12795, @NasitSony)\r\n- KueueViz: Fixed a Cross-Site WebSocket Hijacking (CSWSH) vulnerability in the KueueViz Backend by strictly validating WebSocket Origin headers to prevent unauthorized cross-origin data extraction. (#12734, @Vaishnav88sk)\r\n- KueueViz: Fixed a Denial of Service vulnerability where an oversized WebSocket frame could exhaust backend memory (OOM). Connections now enforce an 8 KiB read limit. (#12614, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Fixed a bug where the dashboard briefly displayed zero counts for all metrics on page load before the WebSocket connection finished loading. (#11853, @YadavAkhileshh)\r\n- KueueViz: Fixed a layout-bleed bug where switching directly between detail pages briefly rendered stale queue data from the previously visited resource. (#11878, @YadavAkhileshh)\r\n- KueueViz: Fixed a security issue in kueueviz where WebSocket connections continued streaming cluster data after a bearer token expired or was revoked.\r\n  Connections are now closed within 30 seconds of token invalidation. (#12698, @Vaishnav88sk)\r\n- KueueViz: Fixed dashboard crash caused by missing optional chaining on flavor.resources (#12613, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Improved workloads dashboard performance by avoiding repeated Pod list operations per Workload (#12777, @cryo-zd)\r\n- KueueViz: Prevent workload detail pages from crashing when Kubernetes Events have missing or invalid timestamps. (#13195, @YQ-Wang)\r\n- KueueViz: backend includes HTTP server timeouts (ReadHeaderTimeout, ReadTimeout, WriteTimeout, IdleTimeout) to prevent connection resource exhaustion. (#12590, @ABHIGYAN-MOHANTA)\r\n- KueueViz: frontend container image now runs as a non-root user (node) to adhere to the principle of least privilege. (#12586, @ABHIGYAN-MOHANTA)\r\n- LeaderWorkerSet: Fixed a bug where a LeaderWorkerSet with a negative or excessively large `spec.replicas` could crash the Kueue controller during reconciliation and MultiKueue workload processing. Kueue now rejects `spec.replicas` values that are negative or greater than 1000000 (#12715, @reruno)\r\n- MultiKueue: Creating a Job on the manager cluster deletes any pre-existing remote worker Job that happens to share the same NamespacedName. (#11877, @mszadkow)\r\n- MultiKueue: Fixed a bug that could leave stale status for Kubernetes Jobs in the manager\r\n  cluster when the worker-cluster Job reached steady state quickly and stopped getting\r\n  updates while the manager-cluster Job was still suspended. (#11867, @andrewseif)\r\n- MultiKueue: Fixed a bug where a remote could be marked connected too late, causing early workload events to be handled incorrectly (as if the remote was unreachable). (#12824, @Vaishnav88sk)\r\n- MultiKueue: Fixed a bug where a transient watch reconnect to a worker cluster could evict a running admitted workload. Kueue now measures the worker-lost grace from when the worker cluster's connection first dropped, rather than from the admission check's transition time, and retries immediately only when the reserving worker is reachable but its remote workload is gone. (#12999, @kevin85421)\r\n- MultiKueue: Fixed a bug where admitted Pod workloads could trigger unnecessary Cluster Autoscaler scale-ups\r\n  in the manager cluster. Kueue now preserves the scheduling-gated PodScheduled condition for manager-cluster\r\n  Pods, since they are intended to run only in worker clusters. (#12262, @fg91)\r\n- MultiKueue: Fixed a bug where obsolete remote Workloads could remain on temporarily unavailable worker clusters when the manager Workload lost its reservation or was deleted. Kueue now retries cleanup after worker clusters reconnect. (#11515, @vamsikrishna-siddu)\r\n- MultiKueue: Fixed a data race where reconnecting a remote cluster could swap the remote client while other goroutines were reading it, which could crash-loop the controller manager. (#12612, @apullo777)\r\n- MultiKueue: Fixed custom jobs using external-framework adapters being repeatedly created and deleted on worker clusters when source-cluster metadata was copied to the remote object. (#12643, @apullo777)\r\n- MultiKueue: Fixes an observability bug where Pods scheduled in a worker cluster could still appear unscheduled\r\n  in the manager cluster (as `PodScheduled=False` would be preserved). The `PodScheduled` condition is now\r\n  synchronized from the worker cluster, while preserving `SchedulingGated` for unschedulable Pods to avoid spurious \r\n  scale-ups. (#13136, @fg91)\r\n- MultiKueue: Stop considering `spec.PreemptionGates` when syncing workloads. The preemption gates on the manager and worker clusters are treated independently - they are not copied from the manager to the workers and differences between them are not considered as out-of-sync. This fixes an issue where creating a MultiKueue workload with a preemption gate would cause an infinite loop of sync and deletions on the worker clusters. (#12587, @kshalot)\r\n- MultiKueue: a remote Workload finishing with reason `OutOfSync` is no longer mirrored back as a terminal finish that silently strands the manager Job. The MultiKueue AdmissionCheck is reset to Retry so the workload is reg event explaining why. (#13047, @Smuger)\r\n- Navigating to an invalid cohort now displays a graceful error message instead of crashing the UI. (#13174, @Vaishnav88sk)\r\n- Observability: Fix ClusterQueue Borrowing Limit metric to display infinity if the limit is unset. (#11894, @mszadkow)\r\n- Observability: Fix verbose DRS logs failing to report DRS values due to JSON parsing error when handling fair sharing weight set to 0. (#13154, @kshalot)\r\n- Observability: Fixed LocalQueue gauge metrics not being reported after a LocalQueue starts matching the configured metrics selector. (#12894, @ikchifo)\r\n- Observability: Fixed a misleading `kueue_cluster_queue_lending_limit` metric value for ClusterQueues with unset `lendingLimit`. Kueue now reports `+Inf`, matching the actual unconstrained lending behavior instead of reporting 0. (#12143, @weizhoublue)\r\n- Observability: Fixed a race condition that could leave stale LocalQueue metrics after a label change caused the LocalQueue to stop matching the metrics selector. (#12283, @andrewseif)\r\n- Observability: add a safeguard check truncating the event messages to make sure the events can be successfully recorded in the API server. (#12028, @olekzabl)\r\n- PodGroup integration: Fixed a bug that allowed Workloads corresponding to PodGroups with the `WaitingForReplacementPods=True` condition to be re-admitted immediately. (#12768, @mbobrovskyi)\r\n- PriorityBooster: Fix a bug that events.k8s.io Events operation permission errors. (#11955, @dddwsd)\r\n- ProvisioningRequest: Fix a bug where ProvisioningRequest owned by finished or evicted Workloads are not cleaned up. The CleanupProvisioningRequestsOnEviction feature gate allows cleanup on eviction to be enabled by default. (#12522, @MatteoFari)\r\n- RayJob, RayCluster, RayService, JobSet, MPIJob, and Kubeflow Trainer jobs: Fixed a bug where changing a running job's pod set count, for example adding a worker group to a running RayCluster, could crash the Kueue controller during reconciliation. (#13025, @ivnovakov)\r\n- RayJob, RayCluster, and RayServe integrations: Fixed missing quota accounting for Redis cleanup resources when GCS fault tolerance is enabled. Kueue accounts for the Redis cleanup Job resources for workloads by folding the cleanup Job requests into the Ray head PodSet. (#11260, @nerdeveloper)\r\n- RayJob: Fix the integration controller dropping Kueue admission placement constraints (nodeSelector, tolerations, nodeAffinity) for the submitter pod when submitterPodTemplate is not explicitly set and submissionMode is K8sJobMode. (#12644, @carterpewpew)\r\n- RayService: Fixed a bug where deleting a Kueue-managed RayService with GCS fault tolerance enabled left KubeRay's Redis cleanup Job suspended forever, leaking the RayCluster's Redis metadata namespace. Kueue now defers finalizing the RayService's Workload until the cleanup Job completes. (#12778, @kevin85421)\r\n- ResourceTransformations: Fixed a bug where milli-valued quantities were rounded before\r\n  resource transformation multiplication. For example, multiplying `300m` CPU by `1000`\r\n  now correctly produces `300` instead of `3000`. (#12953, @wafrelka)\r\n- Scheduling: Fixed a bug where a workload could be stuck pending when its node selector referenced a label key declared by a different flavor in the same resource group. (#12449, @carterpewpew)\r\n- Scheduling: Fixed resource accounting and validation for Pods using Kubernetes pod-level\r\n  resources (`pod.spec.resources`), including LimitRange defaulting and request/limit\r\n  validation. (#12334, @anuragdalvi)\r\n- Scheduling: Fixed stale scheduling queue entries for pending Workloads that transition\r\n  to `WorkloadOnHold`. (#12929, @anuragdalvi)\r\n- SparkApplication: Fixed a bug where the global spec.nodeSelector could overwrite driver or executor node selectors when they were admitted to different ResourceFlavors. (#12647, @carterpewpew)\r\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero caused its Workload to be incorrectly requeued for scheduling during the terminating-pod window, competing for quota it should no longer hold. (#12233, @gola)\r\n- TAS: Fix a bug where TAS ignores excluded or transformed resources in node capacity tracking. (#12006, @wafrelka)\r\n- TAS: Fix a performance bug where repeatedly checking the enablement of the `TASRespectNodeAffinityPreferred` feature gate inside a hot sorting loop could significantly increase the scheduling time (14% by the attached benchmark). (#13144, @j-skiba)\r\n- TAS: Fixed a bug that could cause workloads from ClusterQueues considered later in a scheduling cycle to remain pending for prolonged periods. This could happen because TAS assignments computed independently during nomination were likely to conflict on some topology domains. Kueue now re-evaluates TAS assignments during scheduling when needed. (#12419, @mimowo)\r\n- TAS: Fixed a bug that permanently leaked Topology-Aware Scheduling (TAS) resources if a workload was deleted while its ClusterQueue was temporarily missing a required Topology. (#12733, @Vaishnav88sk)\r\n- TAS: Fixed a bug where a PodSet slice size that did not evenly divide its count could make the topology ungater panic repeatedly, so the workload's Pods stayed stuck gated. The ungater no longer panics and ungates the Pods that fit the topology assignment. (#13223, @ivnovakov)\r\n- TAS: Fixed a bug where a PodSet with `subGroupIndexLabel` set but a missing or zero `subGroupCount` could crash the tas-ungater controller. Kueue now falls back to greedy domain assignment for these pods instead of panicking. (#12807, @reruno)\r\n- TAS: Fixed elastic workload placement to preserve leader pod set assignments and capacity accounting when worker counts stay the same or scale down. (#12436, @RooobinYe)\r\n- TAS: Fixed error handling for TAS topology assignments so Workloads are not considered\r\n  `Fit` when topology assignment fails. Kueue now treats such assignment errors as `NoFit`\r\n  instead of allowing the Workload to reserve quota. (#12055, @yaroslava-serdiuk)\r\n- TAS: domain selection is now deterministic when multiple domains tie on score; ties are broken by the domains' levelValues ordering. (#12052, @mvanhorn)\r\n- TAS: fixed excessive scheduling latency for workloads requiring preemption caused by repeatedly evaluating node selectors, tolerations, and affinity for each preemption simulation. The optimization is controlled by the beta `TASCacheNodeMatchResults` feature gate, enabled by default. (#13110, @j-skiba)\r\n- VisibilityOnDemand: Fixed a bug where a large or negative `limit` query parameter on the pending-workloads endpoints could crash the Kueue controller manager via memory exhaustion or a panic. The `limit` is now capped at 100000. (#13029, @reruno)\r\n- VisibilityOnDemand: Fixed a data race between the Visibility API pending-workloads endpoint and preemption requeuing that could crash the queue manager for BestEffortFIFO ClusterQueues. (#12736, @somaz94)\r\n- VisibilityOnDemand: Fixed forbidden list/watch errors caused by unused\r\n  MutatingAdmissionPolicy informers in the visibility server. (#11854, @kimminw00)\r\n- Workload slicing: prevent replacement when workloads do not share the namespace. (#13071, @mykysha)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- ElasticJob: Added a defensive safeguard to avoid stale pending expectations in no-op pod ungate paths, following \r\n  the pattern from the TAS topology ungater. (#12652, @weizhoublue)\r\n- Fair Sharing: add a safeguard to prevent a potential infinite loop when `DropQueue` is called for a standalone ClusterQueue without also calling `PopWorkload`. (#13187, @aburan28)\r\n- Kubeflow training v1 will be deprecated in future releases. The default settings will not included training v1. (#12606, @kannon92)\r\n- KueueViz: Fixed WebSocket backend handlers to report errors while fetching dashboard data\r\n  instead of silently ignoring them. (#12310, @yuluo-yx)\r\n- KueueViz: frontend and backend deployments include securityContext defaults (runAsNonRoot, readOnlyRootFilesystem, drop ALL capabilities) and httpGet liveness/readiness probes. (#12513, @ABHIGYAN-MOHANTA)\r\n- MultiKueue: Renamed the admission-check controller's \"reserving\" terminology to \"admitting\" to match the underlying `WorkloadAdmitted` condition. The AdmissionCheckState messages and events now read \"The workload was admitted on <cluster>\", \"Admitting remote lost\", \"Admitting remote no longer exists\", and \"Admitting remote temporarily unreachable\" instead of their \"reserving\"/\"got reservation on\" wording. (#13124, @kevin85421)\r\n- MultiKueue: `MultiKueueAllowInsecureKubeconfigs` is now locked to disabled. Remove `--feature-gates=MultiKueueAllowInsecureKubeconfigs=true` and use kubeconfigs with `certificate-authority-data` instead. (#12366, @apullo777)\r\n- Observability: Introduced logging of unhealthy nodes on workload updates. (#13271, @dkaluza)\r\n- Reduced Kueue manager RBAC permissions for several Kueue configuration resources to avoid unnecessary spec write access. (#11791, @MatteoFari)\r\n- TAS Observability: Introduced logging of node replacements by NodeHotSwap. (#13215, @dkaluza)\r\n- TAS: Reduced the CPU and memory overhead of building the topology snapshot on large clusters by no longer cloning per-node usage maps on every scheduling cycle. (#12672, 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since `v0.18.2`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1), [`v0.18.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.2).\r\n\r\n- RayJob: Fixed a bug where the Ray job submitter container's resources were not counted against quota when `submissionMode: SidecarMode` was used, causing the head PodSet to be under-counted. The head PodSet now includes the submitter sidecar (KubeRay's default `500m` CPU / `200Mi` memory).\r\n  \r\n  After upgrading, RayJobs using `submissionMode: SidecarMode` reserve the submitter sidecar's resources (default `500m` CPU / `200Mi` memory) on the head. ClusterQueues sized without this headroom may fail to admit such RayJobs; increase the affected ClusterQueue's CPU/memory quota accordingly. (#12726, @kevin85421)\r\n \r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed ConsumedResources CPU truncating to zero when the sampling interval guard was bypassed by informer cache lag during initialization. (#12691, @sohankunkerkar)\r\n- AFS: Fixed a race where a sampling tick running concurrently with workload settlement could persist a skewed ConsumedResources value in LocalQueue fair-sharing status. (#12940, @apullo777)\r\n- AFS: Fixed consumed-resources cache initialization and warm-start recovery so LocalQueue usage is not over-counted during cache seeding, and persisted historical usage is preserved after manager restarts when workload settlement runs before LocalQueue reconciliation. (#12891, @apullo777)\r\n- CLI: Fix --dry-run flag being silently ignored in kueuectl resume/stop localqueue and clusterqueue subcommands. (#12624, @carterpewpew)\r\n- DRA: Fix an integer overflow in device-count quota accounting where a ResourceClaimTemplate with very large device counts could be admitted over quota and leave a negative used-quota in the ClusterQueue status. (#12901, @thc1006)\r\n- DRA: Fixed incorrect quota charging for invalid driver-published device counters by clamping them to the non-negative \r\n  int64 range before computing quota charges. (#12947, @thc1006)\r\n- DRA: fixed a potential int64 overflow in the counter-based device quota charge computation that could under-count quota when a driver publishes very large counter values. (#12928, @thc1006)\r\n- ElasticJobsViaWorkloadSlices: Fix workload slice misordering that could finish a correctly-admitted elastic workload slice when 3+ slices were created within the same second. (#12964, @mimowo)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling a Job below its accumulated succeeded count could permanently wedge the Workload reconciler and leak quota. (#12959, @Shreesha001)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where worker pods of an elastic job could be ungated after scale up, \r\n  past the ClusterQueue quota; ungating is now capped to the replicas granted quota across the workload-slice chain. (#12045, @mcochner)\r\n- Helm: Fix helm chart failing to install with a manager CrashLoopBackoff when cert-manager integration is enabled. (#12878, @meln5674)\r\n- Kueue-populator: Fixed a bug where an error creating a LocalQueue was logged but not returned from Reconcile, \r\n  preventing controller-runtime from retrying. LocalQueue creation failures are now aggregated and returned so the request is requeued. (#12905, @NasitSony)\r\n- KueueViz: Fixed a Cross-Site WebSocket Hijacking (CSWSH) vulnerability in the KueueViz Backend by strictly validating WebSocket Origin headers to prevent unauthorized cross-origin data extraction. (#12875, @Vaishnav88sk)\r\n- KueueViz: Fixed a Denial of Service vulnerability where an oversized WebSocket frame could exhaust backend memory (OOM). Connections now enforce an 8 KiB read limit. (#12704, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Fixed dashboard crash caused by missing optional chaining on flavor.resources (#12668, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Improved workloads dashboard performance by avoiding repeated Pod list operations per Workload (#12857, @cryo-zd)\r\n- KueueViz: backend includes HTTP server timeouts (ReadHeaderTimeout, ReadTimeout, WriteTimeout, IdleTimeout) to prevent connection resource exhaustion. (#12866, @ABHIGYAN-MOHANTA)\r\n- KueueViz: frontend container image now runs as a non-root user (node) to adhere to the principle of least privilege. (#12702, @ABHIGYAN-MOHANTA)\r\n- LeaderWorkerSet: Fixed a bug where a LeaderWorkerSet with a negative or excessively large `spec.replicas` could crash the Kueue controller during reconciliation and MultiKueue workload processing. Kueue now rejects `spec.replicas` values that are negative or greater than 1000000 (#12755, @reruno)\r\n- MultiKueue: Fixed a bug where obsolete remote Workloads could remain on temporarily unavailable worker clusters when the manager Workload lost its reservation or was deleted. Kueue now retries cleanup after worker clusters reconnect. (#11515, @vamsikrishna-siddu)\r\n- MultiKueue: Fixed a data race where reconnecting a remote cluster could swap the remote client while other goroutines were reading it, which could crash-loop the controller manager. (#12612, @apullo777)\r\n- MultiKueue: Fixed custom jobs using external-framework adapters being repeatedly created and deleted on worker clusters when source-cluster metadata was copied to the remote object. (#12677, @apullo777)\r\n- Observability: Fixed LocalQueue gauge metrics not being reported after a LocalQueue starts matching the configured metrics selector. (#12903, @ikchifo)\r\n- PodGroup integration: Fixed a bug that allowed Workloads corresponding to PodGroups with the `WaitingForReplacementPods=True` condition to be re-admitted immediately. (#12872, @mbobrovskyi)\r\n- ProvisioningRequest: Fix a bug where ProvisioningRequest owned by finished or evicted Workloads are not cleaned up. The CleanupProvisioningRequestsOnEviction feature gate allows cleanup on eviction to be enabled by default. (#12632, @MatteoFari)\r\n- RayJob: Fix the integration controller dropping Kueue admission placement constraints (nodeSelector, tolerations, nodeAffinity) for the submitter pod when submitterPodTemplate is not explicitly set and submissionMode is K8sJobMode. (#12696, @carterpewpew)\r\n- RayService: Fixed a bug where deleting a Kueue-managed RayService with GCS fault tolerance enabled left KubeRay's Redis cleanup Job suspended forever, leaking the RayCluster's Redis metadata namespace. Kueue now defers finalizing the RayService's Workload until the cleanup Job completes. (#12778, @kevin85421)\r\n- ResourceTransformations: Fixed a bug where milli-valued quantities were rounded before\r\n  resource transformation multiplication. For example, multiplying `300m` CPU by `1000`\r\n  now correctly produces `300` instead of `3000`. (#12961, @mimowo)\r\n- Scheduling: Fixed resource accounting and validation for Pods using Kubernetes pod-level\r\n  resources (`pod.spec.resources`), including LimitRange defaulting and request/limit\r\n  validation. (#12731, @anuragdalvi)\r\n- Scheduling: Fixed stale scheduling queue entries for pending Workloads that transition\r\n  to `WorkloadOnHold`. (#12942, @anuragdalvi)\r\n- SparkApplication: Fixed a bug where the global spec.nodeSelector could overwrite driver or executor node selectors when they were admitted to different ResourceFlavors. (#12687, @carterpewpew)\r\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero caused its Workload to be incorrectly requeued for scheduling during the terminating-pod window, competing for quota it should no longer hold. (#12650, @gola)\r\n- TAS: Fixed a bug that permanently leaked Topology-Aware Scheduling (TAS) resources if a workload was deleted while its ClusterQueue was temporarily missing a required Topology. (#12751, @Vaishnav88sk)\r\n- VisibilityOnDemand: Fixed a data race between the Visibility API pending-workloads endpoint and preemption requeuing that could crash the queue manager for BestEffortFIFO ClusterQueues. (#12754, @somaz94)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- TAS: Reduced the CPU and memory overhead of building the topology snapshot on large clusters by no longer cloning per-node usage maps on every scheduling cycle. (#12705, 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since `v0.17.6`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2), [`v0.17.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.3), [`v0.17.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.4), [`v0.17.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.5), [`v0.17.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.6).\r\n\r\n- RayJob: Fixed a bug where the Ray job submitter container's resources were not counted against quota when `submissionMode: SidecarMode` was used, causing the head PodSet to be under-counted. The head PodSet now includes the submitter sidecar (KubeRay's default `500m` CPU / `200Mi` memory).\r\n  \r\n  After upgrading, RayJobs using `submissionMode: SidecarMode` reserve the submitter sidecar's resources (default `500m` CPU / `200Mi` memory) on the head. ClusterQueues sized without this headroom may fail to admit such RayJobs; increase the affected ClusterQueue's CPU/memory quota accordingly. (#12725, @kevin85421)\r\n \r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- AFS: Fixed ConsumedResources CPU truncating to zero when the sampling interval guard was bypassed by informer cache lag during initialization. (#12694, @sohankunkerkar)\r\n- AFS: Fixed a race where a sampling tick running concurrently with workload settlement could persist a skewed ConsumedResources value in LocalQueue fair-sharing status. (#12946, @mimowo)\r\n- AFS: Fixed consumed-resources cache initialization and warm-start recovery so LocalQueue usage is not over-counted during cache seeding, and persisted historical usage is preserved after manager restarts when workload settlement runs before LocalQueue reconciliation. (#12891, @apullo777)\r\n- CLI: Fix --dry-run flag being silently ignored in kueuectl resume/stop localqueue and clusterqueue subcommands. (#12627, @carterpewpew)\r\n- ElasticJobsViaWorkloadSlices: Fix workload slice misordering that could finish a correctly-admitted elastic workload slice when 3+ slices were created within the same second. (#12965, @mimowo)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where scaling a Job below its accumulated succeeded count could permanently wedge the Workload reconciler and leak quota. (#12963, @mimowo)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where worker pods of an elastic job could be ungated after scale up, \r\n  past the ClusterQueue quota; ungating is now capped to the replicas granted quota across the workload-slice chain. (#12045, @mcochner)\r\n- Helm: Fix helm chart failing to install with a manager CrashLoopBackoff when cert-manager integration is enabled. (#12877, @meln5674)\r\n- Kueue-populator: Fixed a bug where an error creating a LocalQueue was logged but not returned from Reconcile, \r\n  preventing controller-runtime from retrying. LocalQueue creation failures are now aggregated and returned so the request is requeued. (#12930, @NasitSony)\r\n- KueueViz: Fixed a Cross-Site WebSocket Hijacking (CSWSH) vulnerability in the KueueViz Backend by strictly validating WebSocket Origin headers to prevent unauthorized cross-origin data extraction. (#12876, @Vaishnav88sk)\r\n- KueueViz: Fixed a Denial of Service vulnerability where an oversized WebSocket frame could exhaust backend memory (OOM). Connections now enforce an 8 KiB read limit. (#12703, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Fixed dashboard crash caused by missing optional chaining on flavor.resources (#12667, @ABHIGYAN-MOHANTA)\r\n- KueueViz: Improved workloads dashboard performance by avoiding repeated Pod list operations per Workload (#12858, @cryo-zd)\r\n- KueueViz: backend includes HTTP server timeouts (ReadHeaderTimeout, ReadTimeout, WriteTimeout, IdleTimeout) to prevent connection resource exhaustion. (#12867, @ABHIGYAN-MOHANTA)\r\n- KueueViz: frontend container image now runs as a non-root user (node) to adhere to the principle of least privilege. (#12586, @ABHIGYAN-MOHANTA)\r\n- LeaderWorkerSet: Fixed a bug where a LeaderWorkerSet with a negative or excessively large `spec.replicas` could crash the Kueue controller during reconciliation and MultiKueue workload processing. Kueue now rejects `spec.replicas` values that are negative or greater than 1000000 (#12756, @reruno)\r\n- MultiKueue: Fixed a bug where obsolete remote Workloads could remain on temporarily unavailable worker clusters when the manager Workload lost its reservation or was deleted. Kueue now retries cleanup after worker clusters reconnect. (#11515, @vamsikrishna-siddu)\r\n- MultiKueue: Fixed a data race where reconnecting a remote cluster could swap the remote client while other goroutines were reading it, which could crash-loop the controller manager. (#12612, @apullo777)\r\n- MultiKueue: Fixed custom jobs using external-framework adapters being repeatedly created and deleted on worker clusters when source-cluster metadata was copied to the remote object. (#12643, @apullo777)\r\n- Observability: Fixed LocalQueue gauge metrics not being reported after a LocalQueue starts matching the configured metrics selector. (#12912, @ikchifo)\r\n- PodGroup integration: Fixed a bug that allowed Workloads corresponding to PodGroups with the `WaitingForReplacementPods=True` condition to be re-admitted immediately. (#12873, @mbobrovskyi)\r\n- ProvisioningRequest: Fix a bug where ProvisioningRequest owned by finished or evicted Workloads are not cleaned up. The CleanupProvisioningRequestsOnEviction feature gate allows cleanup on eviction to be enabled by default. (#12654, @MatteoFari)\r\n- RayJob: Fix the integration controller dropping Kueue admission placement constraints (nodeSelector, tolerations, nodeAffinity) for the submitter pod when submitterPodTemplate is not explicitly set and submissionMode is K8sJobMode. (#12695, @carterpewpew)\r\n- RayService: Fixed a bug where deleting a Kueue-managed RayService with GCS fault tolerance enabled left KubeRay's Redis cleanup Job suspended forever, leaking the RayCluster's Redis metadata namespace. Kueue now defers finalizing the RayService's Workload until the cleanup Job completes. (#12778, @kevin85421)\r\n- ResourceTransformations: Fixed a bug where milli-valued quantities were rounded before\r\n  resource transformation multiplication. For example, multiplying `300m` CPU by `1000`\r\n  now correctly produces `300` instead of `3000`. (#12962, @mimowo)\r\n- Scheduling: Fixed resource accounting and validation for Pods using Kubernetes pod-level\r\n  resources (`pod.spec.resources`), including LimitRange defaulting and request/limit\r\n  validation. (#12780, @anuragdalvi)\r\n- Scheduling: Fixed stale scheduling queue entries for pending Workloads that transition\r\n  to `WorkloadOnHold`. (#12948, @mimowo)\r\n- SparkApplication: Fixed a bug where the global spec.nodeSelector could overwrite driver or executor node selectors when they were admitted to different ResourceFlavors. (#12688, @carterpewpew)\r\n- StatefulSet: Fixed a bug where scaling a StatefulSet to zero caused its Workload to be incorrectly requeued for scheduling during the terminating-pod window, competing for quota it should no longer hold. (#12657, @gola)\r\n- TAS: Fixed a bug that permanently leaked Topology-Aware Scheduling (TAS) resources if a workload was deleted while its ClusterQueue was temporarily missing a required Topology. (#12752, @Vaishnav88sk)\r\n- VisibilityOnDemand: Fixed a data race between the Visibility API pending-workloads endpoint and preemption requeuing that could crash the queue manager for BestEffortFIFO ClusterQueues. (#12736, @somaz94)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- TAS: Reduced the CPU and memory overhead of building the topology snapshot on large clusters by no longer cloning per-node usage maps on every scheduling cycle. 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since `v0.18.1`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0), [`v0.18.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.18.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.18.1).\r\n\r\n- KueuePopulator Helm: `helm uninstall` removes the ClusterQueue, ResourceFlavor, Topology, ConfigMap, and RBAC created by the chart, which previously leaked after uninstall.\r\n  \r\n  If you installed a previous version of the kueue-populator chart, its ConfigMap and RBAC (`*-kueue-hook-*` ServiceAccount/ClusterRole/ClusterRoleBinding and the `*-kueue-resources` ConfigMap) were created as Helm hooks and are not adopted by the new release. Delete them manually before upgrading to avoid `helm upgrade`/`install` ownership conflicts. (#12432, @kevin85421)\r\n \r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- DRA: Fixed a bug where workloads with device constraints (matchAttribute) or device config were incorrectly rejected as unsupported instead of being admitted for quota. (#12471, @sohankunkerkar)\r\n- Importer: Fixed LocalQueue namespace isolation to prevent information leakage between\r\n  namespaces when multiple LocalQueues with the same name exist in different namespaces. (#12349, @Singularity23x0)\r\n- KueueViz: Fixed WebSocket backend handlers to report errors while fetching dashboard data\r\n  instead of silently ignoring them. (#12346, @yuluo-yx)\r\n- MultiKueue: Creating a Job on the manager cluster deletes any pre-existing remote worker Job that happens to share the same NamespacedName. (#12380, @mszadkow)\r\n- MultiKueue: Fixed a bug that could leave stale status for Kubernetes Jobs in the manager\r\n  cluster when the worker-cluster Job reached steady state quickly and stopped getting\r\n  updates while the manager-cluster Job was still suspended. (#12297, @andrewseif)\r\n- MultiKueue: Fixed a bug where admitted Pod workloads could trigger unnecessary Cluster Autoscaler scale-ups\r\n  in the manager cluster. Kueue now preserves the scheduling-gated PodScheduled condition for manager-cluster\r\n  Pods, since they are intended to run only in worker clusters. (#12272, @fg91)\r\n- Observability: Fixed a race condition that could leave stale LocalQueue metrics after a label change caused the LocalQueue to stop matching the metrics selector. (#12291, @andrewseif)\r\n- RayJob, RayCluster, and RayServe integrations: Fixed missing quota accounting for Redis cleanup resources when GCS fault tolerance is enabled. Kueue accounts for the Redis cleanup Job resources for workloads by folding the cleanup Job requests into the Ray head PodSet. (#12395, @nerdeveloper)\r\n- Scheduling: Fixed a bug where a workload could be stuck pending when its node selector referenced a label key declared by a different flavor in the same resource group. (#12449, @carterpewpew)\r\n- TAS: Fixed a bug that could cause workloads from ClusterQueues considered later in a scheduling cycle to remain pending for prolonged periods. This could happen because TAS assignments computed independently during nomination were likely to conflict on some topology domains. Kueue now re-evaluates TAS assignments during scheduling when needed. 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since `v0.17.5`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2), [`v0.17.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.3), [`v0.17.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.4), [`v0.17.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.5).\r\n\r\n- KueuePopulator Helm: `helm uninstall` removes the ClusterQueue, ResourceFlavor, Topology, ConfigMap, and RBAC created by the chart, which previously leaked after uninstall.\r\n  \r\n  If you installed a previous version of the kueue-populator chart, its ConfigMap and RBAC (`*-kueue-hook-*` ServiceAccount/ClusterRole/ClusterRoleBinding and the `*-kueue-resources` ConfigMap) were created as Helm hooks and are not adopted by the new release. Delete them manually before upgrading to avoid `helm upgrade`/`install` ownership conflicts. (#12450, @kevin85421)\r\n \r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- Importer: Fixed LocalQueue namespace isolation to prevent information leakage between\r\n  namespaces when multiple LocalQueues with the same name exist in different namespaces. (#12348, @Singularity23x0)\r\n- KueueViz: Fixed WebSocket backend handlers to report errors while fetching dashboard data\r\n  instead of silently ignoring them. (#12347, @yuluo-yx)\r\n- MultiKueue: Creating a Job on the manager cluster deletes any pre-existing remote worker Job that happens to share the same NamespacedName. (#12383, @mszadkow)\r\n- MultiKueue: Fixed a bug where admitted Pod workloads could trigger unnecessary Cluster Autoscaler scale-ups\r\n  in the manager cluster. Kueue now preserves the scheduling-gated PodScheduled condition for manager-cluster\r\n  Pods, since they are intended to run only in worker clusters. (#12273, @fg91)\r\n- RayJob, RayCluster, and RayServe integrations: Fixed missing quota accounting for Redis cleanup resources when GCS fault tolerance is enabled. Kueue accounts for the Redis cleanup Job resources for workloads by folding the cleanup Job requests into the Ray head PodSet. (#11260, @nerdeveloper)\r\n- Scheduling: Fixed a bug where a workload could be stuck pending when its node selector referenced a label key declared by a different flavor in the same resource group. (#12449, @carterpewpew)\r\n- TAS: Fixed a bug that could cause workloads from ClusterQueues considered later in a scheduling cycle to remain pending for prolonged periods. This could happen because TAS assignments computed independently during nomination were likely to conflict on some topology domains. Kueue now re-evaluates TAS assignments during scheduling when needed. 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Kueue now re-evaluates affected Workloads so they do not remain in stale admission state. (#12093, @sohankunkerkar)\r\n- DRA: Fixed configuration validation to reject `deviceClassMappings[].sources` when the `KueueDRAIntegrationPartitionableDevices` feature gate is disabled, preventing unsupported partitionable-device configuration from being accepted. (#12152, @sohankunkerkar)\r\n- DRA: Fixed hot reconcile loops for inadmissible Workloads with deterministic DRA resolution\r\n  failures. Kueue now avoids requeueing permanent DRA spec or configuration errors while still\r\n  retrying transient failures with backoff. (#12057, @thc1006)\r\n- ElasticJobsViaWorkloadSlices: Fix the bug that regular (non-elastic) workloads with the required/preferred topology\r\n  were rejected when the feature ElasticJobsViaWorkloadSlicesWithTAS is enabled. (#12044, @yaroslava-serdiuk)\r\n- Fixed LocalQueue status updates being rejected (\"status.flavorsReservation: Too many: ... must have at most 16 items\") when the referenced ClusterQueue has more than 16 flavors, by raising the LocalQueue status flavor limits to 64 to match the ClusterQueue limits. (#12087, @AsherWright)\r\n- Kueue-populator: Fixed `events.k8s.io` RBAC permissions for event recording. (#12031, @weizhoublue)\r\n- KueueViz: Fixed a bug where the dashboard briefly displayed zero counts for all metrics on page load before the WebSocket connection finished loading. (#12039, @YadavAkhileshh)\r\n- KueueViz: Fixed a layout-bleed bug where switching directly between detail pages briefly rendered stale queue data from the previously visited resource. (#12019, @YadavAkhileshh)\r\n- Observability: Fix ClusterQueue Borrowing Limit metric to display infinity if the limit is unset. (#12105, @mszadkow)\r\n- Observability: Fixed a misleading `kueue_cluster_queue_lending_limit` metric value for ClusterQueues with unset `lendingLimit`. Kueue now reports `+Inf`, matching the actual unconstrained lending behavior instead of reporting 0. (#12168, @weizhoublue)\r\n- Observability: add a safeguard check truncating the event messages to make sure the events can be successfully recorded in the API server. (#12048, @olekzabl)\r\n- PriorityBooster: Fix a bug that events.k8s.io Events operation permission errors. (#11969, @dddwsd)\r\n- TAS: Fix a bug where TAS ignores excluded or transformed resources in node capacity tracking. (#12034, @wafrelka)\r\n- TAS: Fixed error handling for TAS topology assignments so Workloads are not considered\r\n  `Fit` when topology assignment fails. Kueue now treats such assignment errors as `NoFit`\r\n  instead of allowing the Workload to reserve quota. (#12172, @yaroslava-serdiuk)\r\n- VisibilityOnDemand: Fixed forbidden list/watch errors caused by unused\r\n  MutatingAdmissionPolicy informers in the visibility server. 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since `v0.17.4`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2), [`v0.17.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.3), [`v0.17.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.4).\r\n\r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- DRA: Fixed a bug where the kueue-controller-manager startup fails when DRA v1 APIs are not available (#11813, @tenzen-y)\r\n- DRA: Fixed hot reconcile loops for inadmissible Workloads with deterministic DRA resolution\r\n  failures. Kueue now avoids requeueing permanent DRA spec or configuration errors while still\r\n  retrying transient failures with backoff. (#12094, @thc1006)\r\n- ElasticJobsViaWorkloadSlices: Fix the bug that regular (non-elastic) workloads with the required/preferred topology\r\n  were rejected when the feature ElasticJobsViaWorkloadSlicesWithTAS is enabled. (#12043, @yaroslava-serdiuk)\r\n- Fixed LocalQueue status updates being rejected (\"status.flavorsReservation: Too many: ... must have at most 16 items\") when the referenced ClusterQueue has more than 16 flavors, by raising the LocalQueue status flavor limits to 64 to match the ClusterQueue limits. (#12089, @AsherWright)\r\n- Kueue-populator: Fixed `events.k8s.io` RBAC permissions for event recording. (#12032, @weizhoublue)\r\n- KueueViz: Fixed a bug where the dashboard briefly displayed zero counts for all metrics on page load before the WebSocket connection finished loading. (#12040, @YadavAkhileshh)\r\n- KueueViz: Fixed a layout-bleed bug where switching directly between detail pages briefly rendered stale queue data from the previously visited resource. (#12018, @YadavAkhileshh)\r\n- Observability: Fix ClusterQueue Borrowing Limit metric to display infinity if the limit is unset. (#12106, @mszadkow)\r\n- Observability: Fixed a misleading `kueue_cluster_queue_lending_limit` metric value for ClusterQueues with unset `lendingLimit`. Kueue now reports `+Inf`, matching the actual unconstrained lending behavior instead of reporting 0. (#12171, @weizhoublue)\r\n- Observability: add a safeguard check truncating the event messages to make sure the events can be successfully recorded in the API server. (#12090, @olekzabl)\r\n- TAS: Fix a bug where TAS ignores excluded or transformed resources in node capacity tracking. (#12035, @wafrelka)\r\n- TAS: Fixed error handling for TAS topology assignments so Workloads are not considered\r\n  `Fit` when topology assignment fails. Kueue now treats such assignment errors as `NoFit`\r\n  instead of allowing the Workload to reserve quota. (#12188, @mimowo)\r\n- VisibilityOnDemand: Fixed forbidden list/watch errors caused by unused\r\n  MutatingAdmissionPolicy informers in the visibility server. (#11875, 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since `v0.17.0`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n\r\n- AdmissionChecks: Add the alpha `RejectUpdatesToCQWithInvalidOnFlavors` feature gate (disabled by default) to reject updates to existing ClusterQueues with invalid `AdmissionCheckStrategy.OnFlavors` references. \r\n  when enabling this feature gate, fix any existing invalid `OnFlavors` references before updating the affected ClusterQueues. (#10384, @ShaanveerS)\r\n - If you maintain an in-house integration you will need to modify the code\r\n  to pass the k8s client when calling the following functions: RunWithPodSetsInfo, PodSets, PodsReady, \r\n  ReclaimablePods. (#11310, @kaisoz)\r\n - Kueue integration webhooks now consistently exclude `kube-system` and the Kueue\r\n  installation namespace. For manifest-based installs this is `kueue-system`; for Helm\r\n  installs this is the Helm release namespace.\r\n  \r\n  Previously, Pod, Deployment, and StatefulSet integrations already excluded these\r\n  namespaces, while other workload integrations did not.\r\n  \r\n  If you run Kueue-managed workloads in `kube-system` or in the namespace\r\n  where Kueue is installed, move them to another namespace before upgrading.\r\n  \r\n  If this is not possible, update `managedJobsNamespaceSelector` and the relevant webhook\r\n  `namespaceSelector`s to include those namespaces. This setup is discouraged, as it may\r\n  affect system workloads and disrupt cluster upgrades. (#11192, @dkaluza)\r\n - Observability: Migrate from the old event types `core/v1` to use `events.k8s.io/v1`, by replacing the\r\n  helper used in controller-runtime.\r\n  \r\n  if you compile your own \"in house\" integration then you need to adjust the code to replace \r\n  GetEventRecorderFor to GetEventRecorder when obtaining the event recorder. (#10971, @vladikkuzn)\r\n - Observability: Replace the \"evicted_workloads_once_total\" metric \"detailed_reason\" label with \"underlying_cause\" label. This is a consistency fix as all other metrics name the label \"underlying_cause\".\r\n  \r\n  If you use the \"detailed_reason\" label for the \"evicted_workloads_once_total\", you can migrate to \"underlying_cause\" label. (#10637, @vamsikrishna-siddu)\r\n - Removed the deprecated `--visibility-server-port` flag from the Kueue controller manager.\r\n  \r\n  If your installation passes `--visibility-server-port` to the\r\n  controller manager, remove the flag before upgrading and set the same port via \r\n  Kueue Configuration API in `visibilityServer.bindPort` instead. (#11309, @ekam-walia)\r\n \r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Add `WorkloadPriorityClassDefaulting` feature-gate to set a default WorkloadPriorityClass on Jobs if WorkloadPriorityClassLabel is not set and the `default` WorkloadPriorityClass exists (#10798, @atosatto)\r\n- Add a new configuration named `quotaCheckStrategy` to be able to restrict the quota check to only resources which are declared in the `ClusterQueue`. (#9808, @MaysaMacedo)\r\n- Add kubectl short names for AdmissionCheck (ac), Cohort (co), MultiKueueCluster (mkc), MultiKueueConfig (mkconf), ProvisioningRequestConfig (prc), Topology (topo), and WorkloadPriorityClass (wpc). (#11540, @gyliu513)\r\n- Aggregate Kueue CRD read-only clusterRoles to k8s default view clusterRole (#10482, @amy)\r\n- DRA: Add KueueDRARejectWorkloadsWhenDRADisabled feature gate (default: enabled, Beta) that rejects\r\n  workloads using DRA resources when KueueDRAIntegration is disabled, preventing silent quota bypass. (#10964, @kannon92)\r\n- DRA: Add counter-based quota support for partitionable DRA devices (e.g., NVIDIA MIG) via counterMappings configuration. (#10320, @PannagaRao)\r\n- DRA: Promote KueueDRAIntegration feature gate to beta (#10996, @sohankunkerkar)\r\n- Examples: Added a priority booster controller example that adjusts Workload priority\r\n  using the `kueue.x-k8s.io/priority-boost` annotation, supporting time sharing in a\r\n  ClusterQueue between Workloads with the same priority. (#9959, @vladikkuzn)\r\n- Improve eviction message for AdmissionChecks in Retry state to include per-check name and reason (#10623, @reruno)\r\n- Improved TAS balanced placement for LeaderWorkerSet: domains that meet the worker threshold stay usable even when they can't host the leader. (#10948, @ShaanveerS)\r\n- Increased the maximum number of PodSets per Workload from 8 to 10. As a result, RayCluster, RayJob, and RayService integrations now allow up to 9 worker groups, since one PodSet is reserved for the Ray head group. (#11388, @yuluo-yx)\r\n- Kueue-populator: Support creating LocalQueue instances named as their ClusterQueue target. (#9746, @samzong)\r\n- Kueue-populator: Supports Kueue's managedJobsNamespaceSelector from the Kueue manager configuration instead of a separate Helm value. (#11218, @MatteoFari)\r\n- LWS integration: Allow mutating the queue-name in LeaderWorkerSet when ReadyReplicas is zero. (#4932, @mbobrovskyi)\r\n- MultiKueue: Add the `kueue.x-k8s.io/multikueue-worker-workload-pod=true` label to workload pods running on worker clusters. (#10242, @polinasand)\r\n- MultiKueue: Keep manager ClusterQueue quota equal to the sum of workers' quotas. This is enabled by the `MultiKueueManagerQuotaAutomation` feature gate, and by `.QuotaManagement` in MultiKueueConfig. (#11141, @olekzabl)\r\n- New kueue_cluster_queue_resource_pending metric to show total resources pending. (#10485, @amy)\r\n- Observability:  Introduce the cohort info metrics and clusterqueue info metric. (#10004, @mszadkow)\r\n- Observability: Added a new Prometheus metric `workload_creation_latency_seconds` to track the time elapsed between a Job's creation and the creation of its corresponding Workload by Kueue. (#10357, @Nilsachy)\r\n- Observability: Improved FairSharing strategy-evaluation logs by including DRS share values and emitting them at verbosity level V(4). (#11165, @PBundyra)\r\n- Observability: Introduced the workload_eviction_latency_seconds histogram metric, which records the time from when an eviction starts to when it is finalized. (#10323, @vladikkuzn)\r\n- Promote ElasticJobsViaWorkloadSlices feature gate to beta (#11547, @sohankunkerkar)\r\n- Promote MultiKueueRedoAdmissionOnEvictionInWorker to stable. (#10695, @mbobrovskyi)\r\n- Promote MultiKueueWaitForWorkloadAdmitted to stable. (#10656, @mbobrovskyi)\r\n- Promote SkipFinalizersForPodsSuspendedByParent to stable. (#10645, @mbobrovskyi)\r\n- RBAC: Each per-resource editor and viewer ClusterRoles carries the label `rbac.kueue.x-k8s.io/role=<resource>-<access>` (e.g., `clusterqueue-viewer`). (#11205, @amy)\r\n- Scheduling: Introduce Concurrent Admission, an alpha feature disabled by default, allowing\r\n  Kueue to migrate admitted Workloads between ResourceFlavors to chase the optimal available capacity. (#10610, @PBundyra)\r\n- Scheduling: re-enable SchedulingEquivalenceHashing by default, narrowed to NoFit-only to avoid incorrectly bulk-moving namespace-mismatched or preemption-gated workloads. (#11097, @sohankunkerkar)\r\n- Support CEL expressions in DRA ResourceClaimTemplates. Kueue no longer rejects workloads that use CEL device selectors for filtering devices in resource claims. (#9742, @kannon92)\r\n- TAS: Added support for `preferredDuringSchedulingIgnoredDuringExecution` node affinity. This feature is currently in alpha and is guarded by the `TASPreferredSchedulingAffinity` feature gate. (#10903, @j-skiba)\r\n- TAS: optimize performance of building the snapshot by pre-aggregating the node usage coming from non-TAS Pods. (#10366, @jzhaojieh)\r\n- Workload CRD now supports `--field-selector status.admission.clusterQueue=<name>` to filter by ClusterQueue server-side. `status.admission.clusterQueue` is set when a workload reserves quota in the CQ. (#11568, @mukund-wayve)\r\n\r\n### Documentation\r\n\r\n- AgentSkills: Add an agent skill for debugging Kueue CI flakes. (#11054, @mimowo)\r\n- AgentSkills: New agent kueue related skills under cmd/experimental/agent/skills in the kueue repo (#10744, @amy)\r\n\r\n### Failing Test\r\n\r\n- Observability: Fix a bug where kueue_cohort_subtree_admitted_workloads_total and kueue_cohort_subtree_admitted_active_workloads metrics could include results for an implicit root Cohort after deletion of a child Cohort or ClusterQueue. (#10080, @mbobrovskyi)\r\n\r\n### Bug or Regression\r\n\r\n- AdmissionChecks: ClusterQueue validation now checks that the flavors specified in `AdmissionCheckStrategy.OnFlavors` are listed in quota. (#10336, @ShaanveerS)\r\n- AdmissionChecks: fix the bug that on backoff admission checks which are spanning all ResourceFlavors, such as MultiKueue, may be missing in the Workload’s status. \r\n  \r\n  For MultiKueue that manifested with a bug, when aside from the MultiKueue admission check there was another non-MultiKueue admission check. In the scenario when eviction on the management cluster happened the manager that had temporarily lost connection to a worker, the remote workload would keep running on the reconnected worker, despite the workload staying without reservation on the manager cluster. (#9359, @Singularity23x0)\r\n- AdmissionFairSharing: Fixed a bug in entry penalties by reducing them when workload is admitted and also clearing them up if all the resources on the admission entry penalty have value zero. (#10156, @MaysaMacedo)\r\n- DRA: Fix the performance of determining if a Workload should be handled using DRA Extended Resources, \r\n  using an event-driven maintained cache of DRA Extended Resources. (#10973, @PannagaRao)\r\n- DRA: Fixed a bug where the kueue-controller-manager startup fails when DRA v1 APIs are not available (#11405, @PannagaRao)\r\n- ElasticJobs: Fix a bug where pods stay gated after scale-up by allowing finished workloads to ungate their own pods. (#10272, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fix a bug where the workload-slice-name annotation was incorrectly set on all workloads when the ElasticJobsViaWorkloadSlices feature gate was enabled, instead of only on elastic workloads. (#11620, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fix quota leak during elastic workload scale-up where old slice was finished before replacement slice was admitted. (#11195, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where rapid elastic Job scaling could leave\r\n  duplicate replacement Workload slices admitted indefinitely, causing quota to remain\r\n  reserved. (#11327, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where updating the `kueue.x-k8s.io/elastic-job` annotation on a Job resulted in a validation error pointing to the incorrect path `metadata.labels` instead of `metadata.annotations`. (#11342, @weizhoublue)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where workload slices with identical creation timestamps could be incorrectly sorted, potentially leading to quota leaks during scale-up. (#11198, @KumarADITHYA123)\r\n- FailureRecovery: Forcefully delete pods that are Failed/Succeeded and scheduled on unreachable nodes.\r\n  This unblocks cases like a JobSet deleting a Job with foreground cascade being stuck because a pod in a terminal phase exists on one of the unhealthy nodes. (#10853, @kshalot)\r\n- FailureRecoveryPolicy: Fixed an issue where pods could remain stuck terminating if their node became unreachable only after the force-termination timeout had already elapsed. (#10463, @kshalot)\r\n- FairSharing: fix the bug which can cause nil-pointer panic when FairSharing is enabled on clusters\r\n  with ClusterQueues without Cohorts. (#10891, @gyliu513)\r\n- FeatureGates: Fix a bug that TAS-enhanced features can be enabled even if the dependent TopologyAwareScheduling or TASFailedNodeReplacement feature gates are disabled (#11781, @tenzen-y)\r\n- FeatureGates: Fixed a bug that user-specified feature gate parameters are not verified. (#10931, @MaysaMacedo)\r\n- Fix a bug in HA mode that caused follower replicas to retain stale workload caches after deletion. (#10518, @Ladicle)\r\n- Fix a bug where finished Workloads could remain stuck after object retention deletion if they still had Kueue's resource-in-use finalizer. (#11181, @ShaanveerS)\r\n- Fix a bug where the batch/v1 Job mutating webhook could still run even when the batch/job integration was disabled. (#10315, @Ladicle)\r\n- Fix a race-condition bug that a deleted ClusterQueue may be kept by a finalizer, even after deletion of all workloads and LQs. (#10821, @ShaanveerS)\r\n- Fix handling of orphaned workloads which could result in the accumulation of stale workloads\r\n  after PodsReady timeout eviction for Deployment-owned pods. (#10274, @sebest)\r\n- Fix waitForPodsReady timeout not triggering for pod groups with fast-admission when group members arrive after the first pod is Ready. (#11654, @sohankunkerkar)\r\n- Fixed a bug that prevented finishing the Workloads corresponding to Jobs deleted with --cascade=orphan. (#11596, @mbobrovskyi)\r\n- Fixed a bug where admitted Workloads could fail to patch through the v1beta1 API due to CEL validation of the `priorityClassSource` immutability rule. (#10594, @kannon92)\r\n- Fixed a regression where Kueue could mark newly created Workloads as finished, potentially blocking queues. The FinishOrphanedWorkloads feature gate has been downgraded to Alpha. (#11010, @mbobrovskyi)\r\n- Fixed multi-arch image builds for importer, kueue-populator, and kueueviz backend images so runtime images\r\n  and binaries are built for the target platform, preventing wrong-architecture containers and exec format error\r\n  for non-amd64 target platforms, such as arm64, ppc64le, and s390x. (#10775, @carterpewpew)\r\n- Fixed vulnerability where two podsets with total requests exceeding max int64 would lead to integer overflow and break quota limits. (#11137, @pajakd)\r\n- Fixed vulnerability where workload with CPU requests close to max int64 would lead to integer overflow when converting to milicpu and break quota limits. (#11139, @pajakd)\r\n- Fixed vulnerability where workload with a large number of pods and with CPU requests close to max int64 would lead to integer overflow when calculating total requests and break quota limits (#11182, @pajakd)\r\n- Helm: Fixed manager probe templates so periodSeconds correctly uses the configured periodSeconds value,\r\n  rather than initialDelaySeconds. (#10978, @cixuuz)\r\n- Helm: Fixed the FlowSchema priorityLevelConfiguration reference to use the Helm fullname template, preventing APF configuration from breaking when fullnameOverride or nameOverride is set. (#10979, @cixuuz)\r\n- KueueViz: Fixed RBAC permissions for WorkloadPriorityClass objects by using the correct plural workloadpriorityclasses resource name. (#10977, @cixuuz)\r\n- KueueViz: Fixed a bug where list pages briefly flashed \"No resources found\" empty state messages before data finished loading over the WebSocket connection. (#11711, @YadavAkhileshh)\r\n- KueueViz: Fixed a bug where non-JSON WebSocket messages from the backend could crash\r\n  the frontend. KueueViz now reports such messages as errors instead of freezing the UI. (#11575, @YadavAkhileshh)\r\n- KueueViz: Fixed a bug where workload and local queue detail pages would get stuck on a loading spinner instead of showing connection/fetching error messages on failure. (#11701, @YadavAkhileshh)\r\n- KueueViz: Fixed frontend crashes caused by non-string errors in the error display. (#11566, @YadavAkhileshh)\r\n- KueueViz: Fixed the LocalQueue details page to show only workloads from the selected queue. (#11199, @ManthanNimodiya)\r\n- KueueViz: Fixed the navigation bar to avoid layout breakage on narrow mobile screens. (#11322, @YadavAkhileshh)\r\n- LeaderWorkerSet & Pods: Fixed a bug where LeaderWorkerSets with names longer than 39 characters failed to create pods with a `metadata.labels: Invalid value` error. This happened when the `kueue.x-k8s.io/pod-group-name` and\r\n  `kueue.x-k8s.io/prebuilt-workload-name` labels, set by the LWS integration, exceeded 63 characters. \r\n  \r\n  The `WorkloadIdentifierAnnotations` feature gate (enabled by default) resolves this by supporting these identifiers\r\n  as both labels and annotations. LeaderWorkerSet now utilizes the annotation counterparts to support names up to\r\n  52 characters. Labels, now along with annotations, remain the user-facing API for manually defining PodGroups. (#10311, @ivnovakov)\r\n- LeaderWorkerSet & StatefulSet: Fixed a race condition bug that could occasionally result in reverting, at the level of the Workload object, manual changes to the queue-name label for LeaderWorkerSet and StatefulSet. (#11191, @mbobrovskyi)\r\n- LeaderWorkerSet integration: fix the bug that the PodTemplate metadata wasn't propagated to the Workload's PodSets. (#10330, @pajakd)\r\n- MultiKueue: Add reconnect backoff guardrail to suppress redundant cluster reconciles for the MultiKueueCluster reconciler. (#10990, @reruno)\r\n- MultiKueue: Fixed a bug in the AllAtOnce dispatcher where workloads evicted from a\r\n  worker cluster could fail to be re-admitted. Kueue now waits for the ongoing eviction to\r\n  complete before starting a new nomination and re-admission cycle. (#11378, @mszadkow)\r\n- MultiKueue: Fixed a bug where a hung watch connection to one remote cluster could block\r\n  reconciliation of other MultiKueueClusters, leaving them inactive and preventing workload\r\n  admission. Kueue now applies a circuit-breaking timeout while establishing remote-cluster\r\n  watches: the timeout starts at 1 minute and backs off exponentially on consecutive failures,\r\n  up to 10 minutes. (#11304, @trilamsr)\r\n- MultiKueue: Fixed a bug where a lost connection to a worker cluster failed to trigger the \"workerLostTimeout\" delay mechanism for workload requeuing. (#11559, @yuluo-yx)\r\n- MultiKueue: Fixed a bug where one slow or unresponsive remote cluster could stall\r\n  reconciliation for other MultiKueueClusters, even when\r\n  `controller.groupKindConcurrency[\"MultiKueueCluster.kueue.x-k8s.io\"]` was set above 1.\r\n  This could delay or block admission through other healthy clusters. (#11305, @trilamsr)\r\n- MultiKueue: Fixed admission for Kubernetes Jobs on Kubernetes 1.36 clusters by ensuring all Job status updates comply with the updated Kubernetes Job validation rules. See kubernetes/kubernetes#139281 for more details. (#11649, @olekzabl)\r\n- MultiKueue: Fixed unnecessary `status.nominatedClusterNames` updates from the AllAtOnce\r\n  dispatcher when the set of nominated clusters did not change. (#11497, @mszadkow)\r\n- MultiKueue: Fixes the bug where a job, after being dispatched to a worker, would not sync correctly after being evicted there. This would also cause its workload to be incorrectly labeled as admitted.\r\n  \r\n  Now the workload and the manager job instance will correctly reflect the evicted state and MultiKueue will perform a fallback, then dispatch remote workloads to all eligible workers again after being evicted from the Worker it was successfully admitted to before. An example of such a case is if the remote instance got preempted on the worker. (#9670, @Singularity23x0)\r\n- MultiKueue: fix the bug that when custom admission checks are configured on the manager cluster, other than\r\n  the MultiKueue admission check, then the Job may start running on the selected worker before the other admission\r\n  checks are satisfied (Ready). We fix the issue by deferring the dispatching of workload until all non-MultiKueue AdmissionChecks become Ready. (#9866, @mszadkow)\r\n- ObjectRetentionPolicies: Fixed a bug that doesn't allow the deletion of orphaned finished workloads. (#11721, @mbobrovskyi)\r\n- Observability: Fix excessive memory overhead in hot code paths by reusing the named logger in NewLogConstructor and avoiding unnecessary logger cloning. (#10365, @MatteoFari)\r\n- Observability: Fix kueue_cohort_subtree_quota and kueue_cohort_subtree_resource_reservations metrics incorrectly reporting raw milliCPU values instead of CPU units for CPU resources. (#10747, @baoalvin1)\r\n- Observability: avoid logging update failures as \"error\" when they are caused by concurrent object modifications, especially when multiple errors are present.\r\n  \r\n  Example log message: \"failed to update MultiKueueCluster status: Operation cannot be fulfilled on multikueueclusters.kueue.x-k8s.io \\\"testing-cluster\\\": the object has been modified; please apply your changes to the latest version and try again after failing to load client config: open /tmp/kubeconfig no such file or directory\" (#10322, @mbobrovskyi)\r\n- Observability: downgrade the non-compatible flavor error logs to Info level (v3). (#10636, @maishivamhoo123)\r\n- Observability: fix the missing \"replica-role\" information from the logs generated by the controller managing the\r\n  MultiKueueCluster instances. (#11153, @reruno)\r\n- Scheduling: Fix a race condition within the admission process that could cause workloads waiting indefinitely for a preemption, causing head-of-line blocking of the affected ClusterQueues. (#11502, @kshalot)\r\n- Scheduling: Fixed a bug in Kueue's cache that could leave stale SubtreeQuota values in ancestor cohorts after a child Cohort\r\n  was deleted, leading to potential over-admission of workloads and incorrect metrics reporting. (#10797, @mszadkow)\r\n- Scheduling: Fixed a bug where Kueue could inject duplicate tolerations when a\r\n  ResourceFlavor toleration and a PodTemplate toleration differed only by `operator: \"\"`\r\n  versus `operator: \"Equal\"`, which represent the same Kubernetes toleration. This could\r\n  cause update rejections and leave Pods `scheduleGated`. (#11147, @benkermani)\r\n- Scheduling: Fixed a bug where in-flight workloads that were concurrently marked as finished (`Finished=True`) or deactivated could be requeued by Kueue's scheduler, causing re-scheduling attempts which were interfering with the scheduling of other workloads. (#11014, @mbobrovskyi)\r\n- SparkApplication: Fixed a bug where `PodsReady` returned true based on driver state alone, so workloads\r\n  with stuck executors never reached `waitForPodsReady.timeout`. (#11676, @hahahaheihei)\r\n- TAS: Balanced Placement now also falls back to BestFit when the threshold cannot be satisfied, instead of failing the assignment. (#11136, @ShaanveerS)\r\n- TAS: Fix a bug where admitted workloads with unhealthy nodes were not evicted when an AdmissionCheck entered Retry or when the PodsReady recovery timeout was exceeded. (#10666, @vamsikrishna-siddu)\r\n- TAS: Fix empty slices for count=0 podSets causing infinite scheduling loop (#10478, @jzhaojieh)\r\n- TAS: Fix handling of PodSet groups which could lead in some scenarios to empty topologyAssignment. (#10783, @yuluo-yx)\r\n- TAS: Fix nil pointer panic in TAS node reconciler when unadmitted workloads exist in the cluster. (#10641, @j-skiba)\r\n- TAS: Fixed NodeHotSwap with TASReplaceNodeOnNodeTaints enabled to evaluate node taints using effective Workload tolerations, including tolerations from AdmissionCheck PodSetUpdates. (#11185, @Ladicle)\r\n- TAS: Fixed a bug where multi-resource workloads, such as workloads requesting both CPU and memory,\r\n  could fail admission during second-pass scheduling for ProvisioningRequests or NodeHotSwap because one\r\n  resource's usage was double-counted against quota. (#11005, @cvgenesis)\r\n- TAS: Fixed a scheduling bug where a workload with multiple PodSets could be admitted even when the combined PodSets exceeded node pod capacity. (#11293, @yuluo-yx)\r\n- TAS: Fixed cache cleanup for non-TAS Pods that reach a terminal phase without Kueue observing the expected status update, preventing stale Pod usage from remaining in the TAS cache. (#11033, @amy)\r\n- TAS: Refine the NodeHotSwap logic to ensure that UnhealthyNodes are only updated for workloads currently assigned to a Node via a topology topology assignment. This prevents \"late pods\" from stale topologies from triggering inaccurate health reporting. (#10760, @j-skiba)\r\n- TAS: ensure that `Snapshot()` does not perform update the list of workloads under the read-lock. (#11286, @mimowo)\r\n- TAS: fix a bug that Pods which only contain the `kueue.x-k8s.io/podset-slice-required-topology` or `kueue.x-k8s.io/podset-slice-required-topology-constraints` as the TAS annotation are not ungated. (#10282, @tg123)\r\n- TAS: fix over-subscription of nodes that belong to multiple ResourceFlavors sharing the same hostname-leaf Topology. (#11210, @tenzen-y)\r\n- TAS: reduce the churn on the TAS-enabled controller, called NonTasUsageReconciler, by skipping triggering\r\n  of the Reconcile on Pod changes which are irrelevant from the controller point-of-view. (#10488, @MatteoFari)\r\n- VisibilityOnDemand: Fixed a bug in the visibility endpoint, that listing workloads from a local queue includes\r\n  workloads from other LocalQueues in different namespaces, if the other LocalQueues have the same name. (#10672, @mbobrovskyi)\r\n- Workloads: Fixed a bug where, with the `FinishOrphanedWorkloads` feature gate enabled,\r\n  Workloads could be marked `Finished` immediately after owner Job or JobSet creation.\r\n  `FinishOrphanedWorkloads` is now enabled by default as a beta feature, allowing orphaned\r\n  Workloads to be immediately finished and release quota after owner deletion. (#11296, @mbobrovskyi)\r\n\r\n### Other (Cleanup or Flake)\r\n\r\n- MultiKueue: improved performance by avoiding unnecessary MultiKueueCluster reconciliations.\r\n  MultiKueueCluster updates now trigger reconciliation only when the spec changes or the object is deleted. 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since `v0.17.3`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2), [`v0.17.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.3).\r\n\r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- ElasticJobsViaWorkloadSlices: Fix a bug where the workload-slice-name annotation was incorrectly set on all workloads when the ElasticJobsViaWorkloadSlices feature gate was enabled, instead of only on elastic workloads. (#11623, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fix quota leak during elastic workload scale-up where old slice was finished before replacement slice was admitted. (#11557, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where rapid elastic Job scaling could leave duplicate replacement Workload slices admitted indefinitely, causing quota to remain reserved. (#11553, @sohankunkerkar)\r\n- FeatureGates: Fix a bug that TAS-enhanced features can be enabled even if the dependent TopologyAwareScheduling or TASFailedNodeReplacement feature gates are disabled (#11800, @tenzen-y)\r\n- FeatureGates: Fixed a bug that user-specified feature gate parameters are not verified. (#11288, @MaysaMacedo)\r\n- Fix a bug where finished Workloads could remain stuck after object retention deletion if they still had Kueue's resource-in-use finalizer. (#11308, @ShaanveerS)\r\n- Fix waitForPodsReady timeout not triggering for pod groups with fast-admission when group members arrive after the first pod is Ready. (#11686, @sohankunkerkar)\r\n- Fixed a bug that prevented finishing the Workloads corresponding to Jobs deleted with --cascade=orphan. (#11689, @mbobrovskyi)\r\n- KueueViz: Fixed a bug where list pages briefly flashed \"No resources found\" empty state messages before data finished loading over the WebSocket connection. (#11771, @YadavAkhileshh)\r\n- KueueViz: Fixed a bug where non-JSON WebSocket messages from the backend could crash\r\n  the frontend. KueueViz now reports such messages as errors instead of freezing the UI. (#11667, @YadavAkhileshh)\r\n- KueueViz: Fixed a bug where workload and local queue detail pages would get stuck on a loading spinner instead of showing connection/fetching error messages on failure. (#11709, @YadavAkhileshh)\r\n- KueueViz: Fixed frontend crashes caused by non-string errors in the error display. (#11666, @YadavAkhileshh)\r\n- LeaderWorkerSet & Pods: Fixed a bug where LeaderWorkerSets with names longer than 39 characters failed to create pods with a `metadata.labels: Invalid value` error. This happened when the `kueue.x-k8s.io/pod-group-name` and\r\n  `kueue.x-k8s.io/prebuilt-workload-name` labels, set by the LWS integration, exceeded 63 characters. \r\n  \r\n  The `WorkloadIdentifierAnnotations` feature gate (disabled by default) resolves this by supporting these identifiers\r\n  as both labels and annotations. LeaderWorkerSet now utilizes the annotation counterparts to support names up to\r\n  52 characters. Labels, now along with annotations, remain the user-facing API for manually defining PodGroups. (#11409, @ivnovakov)\r\n- MultiKueue: Add reconnect backoff guardrail to suppress redundant cluster reconciles for the MultiKueueCluster reconciler. (#11276, @reruno)\r\n- MultiKueue: Fixed a bug in the AllAtOnce dispatcher where workloads evicted from a\r\n  worker cluster could fail to be re-admitted. Kueue now waits for the ongoing eviction to\r\n  complete before starting a new nomination and re-admission cycle. (#11472, @mszadkow)\r\n- MultiKueue: Fixed a bug where a hung watch connection to one remote cluster could block\r\n  reconciliation of other MultiKueueClusters, leaving them inactive and preventing workload\r\n  admission. Kueue now applies a circuit-breaking timeout while establishing remote-cluster\r\n  watches: the timeout starts at 1 minute and backs off exponentially on consecutive failures,\r\n  up to 10 minutes. (#11328, @trilamsr)\r\n- MultiKueue: Fixed a bug where a lost connection to a worker cluster failed to trigger the \"workerLostTimeout\" delay mechanism for workload requeuing. (#11559, @yuluo-yx)\r\n- MultiKueue: Fixed a bug where one slow or unresponsive remote cluster could stall\r\n  reconciliation for other MultiKueueClusters, even when\r\n  `controller.groupKindConcurrency[\"MultiKueueCluster.kueue.x-k8s.io\"]` was set above 1.\r\n  This could delay or block admission through other healthy clusters. (#11333, @trilamsr)\r\n- MultiKueue: Fixed admission for Kubernetes Jobs on Kubernetes 1.36 clusters by ensuring all Job status updates comply with the updated Kubernetes Job validation rules. See kubernetes/kubernetes#139281 for more details. (#11762, @olekzabl)\r\n- MultiKueue: Fixed unnecessary `status.nominatedClusterNames` updates from the AllAtOnce\r\n  dispatcher when the set of nominated clusters did not change. (#11508, @mszadkow)\r\n- ObjectRetentionPolicies: Fixed a bug that doesn't allow the deletion of orphaned finished workloads. (#11754, @mbobrovskyi)\r\n- Observability: fix the missing \"replica-role\" information from the logs generated by the controller managing the\r\n  MultiKueueCluster instances. (#11272, @reruno)\r\n- Scheduling: Fix a race condition within the admission process that could cause workloads waiting indefinitely for a preemption, causing head-of-line blocking of the affected ClusterQueues. (#11648, @kshalot)\r\n- Scheduling: Fixed a bug where Kueue could inject duplicate tolerations when a\r\n  ResourceFlavor toleration and a PodTemplate toleration differed only by `operator: \"\"`\r\n  versus `operator: \"Equal\"`, which represent the same Kubernetes toleration. This could\r\n  cause update rejections and leave Pods `scheduleGated`. (#11757, @benkermani)\r\n- SparkApplication: Fixed a bug where `PodsReady` returned true based on driver state alone, so workloads\r\n  with stuck executors never reached `waitForPodsReady.timeout`. (#11777, @hahahaheihei)\r\n- TAS: Fixed a scheduling bug where a workload with multiple PodSets could be admitted even when the combined PodSets exceeded node pod capacity. (#11326, @yuluo-yx)\r\n- TAS: ensure that `Snapshot()` does not perform update the list of workloads under the read-lock. (#11294, @mimowo)\r\n- TAS: fix over-subscription of nodes that belong to multiple ResourceFlavors sharing the same hostname-leaf Topology.\r\n  The TASHandleOverlappingFlavors is introduced as an alpha feature gate (disabled by default). (#11760, @tenzen-y)\r\n- Workloads: Fixed a bug where, with the `FinishOrphanedWorkloads` feature gate enabled,\r\n  Workloads could be marked `Finished` immediately after owner Job or JobSet creation. (#11534, 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since `v0.16.8`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.15.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.15.0), [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.16.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.1), [`v0.16.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.2), [`v0.16.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.3), [`v0.16.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.4), [`v0.16.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.5), [`v0.16.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.6), [`v0.16.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.7), [`v0.16.8`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.8).\r\n\r\n## Changes by Kind\r\n\r\n### Bug or Regression\r\n\r\n- ElasticJobsViaWorkloadSlices: Fix a bug where the workload-slice-name annotation was incorrectly set on all workloads when the ElasticJobsViaWorkloadSlices feature gate was enabled, instead of only on elastic workloads. (#11624, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fix quota leak during elastic workload scale-up where old slice was finished before replacement slice was admitted. (#11558, @sohankunkerkar)\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where rapid elastic Job scaling could leave duplicate replacement Workload slices admitted indefinitely, causing quota to remain reserved. (#11554, @sohankunkerkar)\r\n- FeatureGates: Fix a bug that TAS-enhanced features can be enabled even if the dependent TopologyAwareScheduling or TASFailedNodeReplacement feature gates are disabled (#11793, @tenzen-y)\r\n- FeatureGates: Fixed a bug that user-specified feature gate parameters are not verified. (#11291, @MaysaMacedo)\r\n- Fix a bug where finished Workloads could remain stuck after object retention deletion if they still had Kueue's resource-in-use finalizer. (#11307, @ShaanveerS)\r\n- Fix waitForPodsReady timeout not triggering for pod groups with fast-admission when group members arrive after the first pod is Ready. (#11687, @sohankunkerkar)\r\n- Fixed a bug that prevented finishing the Workloads corresponding to Jobs deleted with --cascade=orphan.\r\n  The fix is behind the FinishOrphanedWorkloads feature gate (alpha, disabled by default). (#11682, @mbobrovskyi)\r\n- KueueViz: Fixed a bug where workload and local queue detail pages would get stuck on a loading spinner instead of showing connection/fetching error messages on failure. (#11710, @YadavAkhileshh)\r\n- MultiKueue: Add reconnect backoff guardrail to suppress redundant cluster reconciles for the MultiKueueCluster reconciler. (#11275, @reruno)\r\n- MultiKueue: Fixed a bug in the AllAtOnce dispatcher where workloads evicted from a\r\n  worker cluster could fail to be re-admitted. Kueue now waits for the ongoing eviction to\r\n  complete before starting a new nomination and re-admission cycle. (#11473, @mszadkow)\r\n- MultiKueue: Fixed a bug where a hung watch connection to one remote cluster could block\r\n  reconciliation of other MultiKueueClusters, leaving them inactive and preventing workload\r\n  admission. Kueue now applies a circuit-breaking timeout while establishing remote-cluster\r\n  watches: the timeout starts at 1 minute and backs off exponentially on consecutive failures,\r\n  up to 10 minutes. (#11329, @trilamsr)\r\n- MultiKueue: Fixed a bug where a lost connection to a worker cluster failed to trigger the \"workerLostTimeout\" delay mechanism for workload requeuing. (#11559, @yuluo-yx)\r\n- MultiKueue: Fixed a bug where one slow or unresponsive remote cluster could stall\r\n  reconciliation for other MultiKueueClusters, even when\r\n  `controller.groupKindConcurrency[\"MultiKueueCluster.kueue.x-k8s.io\"]` was set above 1.\r\n  This could delay or block admission through other healthy clusters. (#11332, @trilamsr)\r\n- MultiKueue: Fixed admission for Kubernetes Jobs on Kubernetes 1.36 clusters by ensuring all Job status updates comply with the updated Kubernetes Job validation rules. See kubernetes/kubernetes#139281 for more details. (#11763, @olekzabl)\r\n- MultiKueue: Fixed unnecessary `status.nominatedClusterNames` updates from the AllAtOnce\r\n  dispatcher when the set of nominated clusters did not change. (#11507, @mszadkow)\r\n- ObjectRetentionPolicies: Fixed a bug that doesn't allow the deletion of orphaned finished workloads. (#11755, @mbobrovskyi)\r\n- Observability: fix the missing \"replica-role\" information from the logs generated by the controller managing the\r\n  MultiKueueCluster instances. (#11271, @reruno)\r\n- Scheduling: Fix a race condition within the admission process that could cause workloads waiting indefinitely for a preemption, causing head-of-line blocking of the affected ClusterQueues. (#11647, @kshalot)\r\n- Scheduling: Fixed a bug where Kueue could inject duplicate tolerations when a\r\n  ResourceFlavor toleration and a PodTemplate toleration differed only by `operator: \"\"`\r\n  versus `operator: \"Equal\"`, which represent the same Kubernetes toleration. This could\r\n  cause update rejections and leave Pods `scheduleGated`. (#11758, @benkermani)\r\n- TAS: Fixed a scheduling bug where a workload with multiple PodSets could be admitted even when the combined PodSets exceeded node pod capacity. (#11331, @yuluo-yx)\r\n- TAS: ensure that `Snapshot()` does not perform update the list of workloads under the read-lock. (#11295, @mimowo)\r\n- TAS: fix over-subscription of nodes that belong to multiple ResourceFlavors sharing the same hostname-leaf Topology.\r\n  The TASHandleOverlappingFlavors is introduced as an alpha feature gate (disabled by default). (#11759, @tenzen-y)\r\n- Workloads: Fixed a bug where, with the `FinishOrphanedWorkloads` feature gate enabled,\r\n  Workloads could be marked `Finished` immediately after owner Job or JobSet creation. (#11535, 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since `v0.17.2`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0), [`v0.17.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.17.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.1), [`v0.17.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.17.2).\r\n\r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Observability: Improved FairSharing strategy-evaluation logs by including DRS share values and emitting them at verbosity level V(4). (#11187, @PBundyra)\r\n\r\n### Bug or Regression\r\n\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where workload slices with identical creation timestamps could be incorrectly sorted, potentially leading to quota leaks during scale-up. (#11201, @KumarADITHYA123)\r\n- Fixed a regression where Kueue could mark newly created Workloads as finished, potentially blocking queues. The FinishOrphanedWorkloads feature gate has been downgraded to Alpha. (#11018, @mbobrovskyi)\r\n- Fixed multi-arch image builds for importer, kueue-populator, and kueueviz backend images so runtime images\r\n  and binaries are built for the target platform, preventing wrong-architecture containers and exec format error\r\n  for non-amd64 target platforms, such as arm64, ppc64le, and s390x. (#10916, @carterpewpew)\r\n- Fixed vulnerability where two podsets with total requests exceeding max int64 would lead to integer overflow and break quota limits. (#11140, @pajakd)\r\n- Helm: Fixed manager probe templates so periodSeconds correctly uses the configured periodSeconds value,\r\n  rather than initialDelaySeconds. (#10980, @cixuuz)\r\n- Helm: Fixed the FlowSchema priorityLevelConfiguration reference to use the Helm fullname template, preventing APF configuration from breaking when fullnameOverride or nameOverride is set. (#10983, @cixuuz)\r\n- KueueViz: Fixed RBAC permissions for WorkloadPriorityClass objects by using the correct plural workloadpriorityclasses resource name. (#10984, @cixuuz)\r\n- KueueViz: Fixed the LocalQueue details page to show only workloads from the selected queue. (#11212, @ManthanNimodiya)\r\n- LeaderWorkerSet & StatefulSet: Fixed a race condition bug that could occasionally result in reverting, at the level of the Workload object, manual changes to the queue-name label for LeaderWorkerSet and StatefulSet. (#11193, @mbobrovskyi)\r\n- Scheduling: Fixed a bug where in-flight workloads that were concurrently marked as finished (`Finished=True`) or deactivated could be requeued by Kueue's scheduler, causing re-scheduling attempts which were interfering with the scheduling of other workloads. (#11020, @mbobrovskyi)\r\n- TAS: Fixed NodeHotSwap with TASReplaceNodeOnNodeTaints enabled to evaluate node taints using effective Workload tolerations, including tolerations from AdmissionCheck PodSetUpdates. (#11228, @Ladicle)\r\n- TAS: Fixed a bug where multi-resource workloads, such as workloads requesting both CPU and memory,\r\n  could fail admission during second-pass scheduling for ProvisioningRequests or NodeHotSwap because one\r\n  resource's usage was double-counted against quota. (#11039, @cvgenesis)\r\n- TAS: Fixed cache cleanup for non-TAS Pods that reach a terminal phase without Kueue observing the expected status update, preventing stale Pod usage from remaining in the TAS cache. (#11146, @amy)\r\n- TAS: optimize performance of building the snapshot by pre-aggregating the node usage coming from non-TAS Pods. (#11041, 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since `v0.16.7`:\r\n\r\n## Actions Required Before Upgrading\r\n\r\n### (No, really, you MUST read this before you upgrade)\r\n\r\n- **Minor releases:** Review the `.0` release notes for each new minor version you cross; see: [`v0.15.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.15.0), [`v0.16.0`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.0).\r\n- **Patch releases:** Review the patch release notes leading up to this version, but *only* within this minor release line; see: [`v0.16.1`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.1), [`v0.16.2`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.2), [`v0.16.3`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.3), [`v0.16.4`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.4), [`v0.16.5`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.5), [`v0.16.6`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.6), [`v0.16.7`](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.16.7).\r\n\r\n## Changes by Kind\r\n\r\n### Feature\r\n\r\n- Observability: Improved FairSharing strategy-evaluation logs by including DRS share values and emitting them at verbosity level V(4). (#11186, @PBundyra)\r\n\r\n### Bug or Regression\r\n\r\n- ElasticJobsViaWorkloadSlices: Fixed a bug where workload slices with identical creation timestamps could be incorrectly sorted, potentially leading to quota leaks during scale-up. (#11200, @KumarADITHYA123)\r\n- Fixed a regression where Kueue could mark newly created Workloads as finished, potentially blocking queues. The FinishOrphanedWorkloads feature gate has been downgraded to Alpha. (#11019, @mbobrovskyi)\r\n- Fixed multi-arch image builds for importer, kueue-populator, and kueueviz backend images so runtime images\r\n  and binaries are built for the target platform, preventing wrong-architecture containers and exec format error\r\n  for non-amd64 target platforms, such as arm64, ppc64le, and s390x. (#10915, @carterpewpew)\r\n- Fixed vulnerability where two podsets with total requests exceeding max int64 would lead to integer overflow and break quota limits. (#11151, @pajakd)\r\n- Helm: Fixed manager probe templates so periodSeconds correctly uses the configured periodSeconds value,\r\n  rather than initialDelaySeconds. (#10982, @cixuuz)\r\n- Helm: Fixed the FlowSchema priorityLevelConfiguration reference to use the Helm fullname template, preventing APF configuration from breaking when fullnameOverride or nameOverride is set. (#10981, @cixuuz)\r\n- KueueViz: Fixed RBAC permissions for WorkloadPriorityClass objects by using the correct plural workloadpriorityclasses resource name. (#10985, @cixuuz)\r\n- KueueViz: Fixed the LocalQueue details page to show only workloads from the selected queue. (#11213, @ManthanNimodiya)\r\n- LeaderWorkerSet & StatefulSet: Fixed a race condition bug that could occasionally result in reverting, at the level of the Workload object, manual changes to the queue-name label for LeaderWorkerSet and StatefulSet. (#11194, @mbobrovskyi)\r\n- Scheduling: Fixed a bug where in-flight workloads that were concurrently marked as finished (`Finished=True`) or deactivated could be requeued by Kueue's scheduler, causing re-scheduling attempts which were interfering with the scheduling of other workloads. (#11021, @mbobrovskyi)\r\n- TAS: Fixed NodeHotSwap with TASReplaceNodeOnNodeTaints enabled to evaluate node taints using effective Workload tolerations, including tolerations from AdmissionCheck PodSetUpdates. (#11227, @Ladicle)\r\n- TAS: Fixed a bug where multi-resource workloads, such as workloads requesting both CPU and memory,\r\n  could fail admission during second-pass scheduling for ProvisioningRequests or NodeHotSwap because one\r\n  resource's usage was double-counted against quota. (#11040, @cvgenesis)\r\n- TAS: Fixed cache cleanup for non-TAS Pods that reach a terminal phase without Kueue observing the expected status update, preventing stale Pod usage from remaining in the TAS cache. (#11145, @amy)\r\n- TAS: optimize performance of building the snapshot by pre-aggregating the node usage coming from non-TAS Pods. (#11074, @jzhaojieh)\r\n","mentions_count":11}]