Performance evaluation of parallel systems

In this paper performance evaluation methodologies that have been applied to the analysis of parallel systems are reviewed together with the specific performance metrics. We concentrate on a few selected performance studies of parallel system components, i.e., processor, memory, interconnection network, input/output, and operating system. We demonstrate the utility of the performance evaluation methodologies for identification of system bottlenecks, performance forecasting, and future system design.