The process of designing parallel and distributed computer systems requires predicting performance in response to given workloads. The scope and inter action of applications, operating systems, communi cation networks, processors, and other hardware and software lead to substantial system complexity. De velopment of virtual prototypes in lieu of physical prototypes can result in tremendous savings, espe cially when created in concert with a powerful model development tool. When high-fidelity models of par allel architectures are coupled with workloads gener ated from real parallel application code in an execu tion-driven simulation, the result is a potent design and analysis tool for parallel hardware and software alike. This paper introduces the concepts, mechanisms, and results of an Integrated Simulation Environment (ISE) that makes possible the rapid virtual prototyping and profiling of legacy and prototype parallel process ing algorithms, architectures, and systems using a networked cluster of workstations. Performance re sults of virtual prototypes in ISE are shown to faith fully represent those of an equivalent hardware con figuration, and the benefits of ISE for predicted per formance comparisons are illustrated by a case study.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.