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Article type: Research Article
Authors: Reussner, Ralf | Sanders, Peter | Träff, Jesper Larsson
Affiliations: Distributed Systems Technology Center (DSTC), Monash University Caulfield Campus, 900 Dandenong Road, Caulfield East, VIC 3145, Australia. E-mail: reussner@acm.org | Max-Planck-Institut für Informatik, Stuhlsatzenhausweg 85, D-66123 Saarbrücken, Germany. E-mail: sanders@mpi-sb.mpg.de | C&C; Research Laboratories, NEC Europe, Rathausallee 10, D-53757 Sankt Augustin, Germany. E-mail: traff@ccrl-nece.de
Note: [] The work described in this paper was done while this author was at Lehrstuhl Informatik für Ingenieure und Naturwissenschaftler, Universität Karlsruhe, Germany
Abstract: The main objective of the MPI communication library is to enable {\it portable parallel programming} with high performance within the message-passing paradigm. Since the MPI standard has no associated performance model, and makes no performance guarantees, comprehensive, detailed and accurate performance figures for different hardware platforms and MPI implementations are important for the application programmer, both for understanding and possibly improving the behavior of a given program on a given platform, as well as for assuring a degree of predictable behavior when switching to another hardware platform and/or MPI implementation. We term this latter goal {\it performance portability}, and address the problem of attaining performance portability by benchmarking. We describe the SKaMPI benchmark which covers a large fraction of MPI, and incorporates well-accepted mechanisms for ensuring accuracy and reliability. SKaMPI is distinguished among other MPI benchmarks by an effort to maintain a public performance database with performance data from different hardware platforms and MPI implementations.
Journal: Scientific Programming, vol. 10, no. 1, pp. 55-65, 2002
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