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A Survey of the State of the Art in Performance Modeling and Prediction of Parallel and Distributed Computing Systems
2008
International Journal of Computational Intelligence Research
Performance is one of the key features of parallel and distributed computing systems. Therefore, in the past a significant research effort was invested in the development of approaches for performance modeling and prediction of parallel and distributed computing systems. In this paper we identify the trends, contributions, and drawbacks of the state of the art approaches. We describe a wide range of the performance modeling approaches that spans from the highlevel mathematical modeling to the
doi:10.5019/j.ijcir.2008.121
fatcat:t2xirfwsq5fe7ocperexejy3ve