Simulation of scientific programs on parallel architectures

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Abstract

In this paper a method is presented to model and simulate scientific application that are implemented as SPMD programs with message-passing. This method is based on the counting of basic operations and the recognition of known kernels. A Fortran analyzer was built to generate automatically a model of such an application for the simulation tool of the MIMESIS project, developed at EDF (Eleetricité de France). Models of distributed-memory computers, employing this model description, were implemented within the prototype of the project. The approach was validated with two EDF codes, for which the simulations gave good results.

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Kempf, G., An Der Steen, A., Caremoli, C., & Thang, W. Y. (1996). Simulation of scientific programs on parallel architectures. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1067, pp. 536–546). Springer Verlag. https://doi.org/10.1007/3-540-61142-8_594

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