Constraint Management for cluster operation safety and reliability at Twitter

Twitter has built an internal constraint management service to ensure the safety and reliability of cluster operations. This service considers cluster constraints, such as resource minimums and maximums, and determines if operations can be safely executed. It also collects metrics and provides a dashboard for tracking maintenance activities.