Practical Compute Capacity Management for Virtualized Data Centers

We present cloud capacity manager (CCM)—a prototype system, and its methods for dynamically multiplexing the compute capacity of virtualized data centers at scales of thousands of machines, for diverse workloads with variable demands. Extending prior studies primarily concerned with accurate capacity allocation and ensuring acceptable application performance, CCM also sheds light on the trade…