Roll-ups are a way to improve query performance by aggregating or
rolling up data into a larger time range such as averaging
millisecond data over a minute.
Roll-ups perform queries on existing data, aggregate the data, and
write the results to another metric. The original data is left
intact.
Roll-ups are continuously run on a schedule rolling up a small time
period of data on each execution.