This article reports on enterprises exploiting large shared resource pools in data center environments to lower their infrastructure and management costs. Environments like these may have tens, hundreds, or even thousands of server resources. Capacity management for resource pools determines how many resources are needed to support a given set of application workloads, which applications must be assigned to each resource, and per-application scheduling parameters to ensure appropriate sharing and isolation for the applications