IPC Considered Harmful for Multiprocessor Workloads

Many architectural simulation studies use instructions per cycle (IPC) to analyze performance. In this article, we challenge the commonly held view that IPC accurately reflects performance - at least for multithreaded workloads running on multiprocessors. Work-related metrics, such as time per transaction, are the most accurate and reliable way to estimate multiprocessor workload performance