Accurate analytical performance model of communications in MPI applications | IEEE Conference Publication | IEEE Xplore

Accurate analytical performance model of communications in MPI applications


Abstract:

This paper presents a new LogP-based model, called LoOgGP, which allows an accurate characterization of MPI applications based on microbenchmark measurements. This new mo...Show More

Abstract:

This paper presents a new LogP-based model, called LoOgGP, which allows an accurate characterization of MPI applications based on microbenchmark measurements. This new model is an extension of LogP for long messages in which both overhead and gap parameters perform a linear dependency with message size. The LoOgGP model has been fully integrated into a modelling framework to obtain statistical models of parallel applications, providing the analyst with an easy and automatic tool for LoOgGP parameter set assessment to characterize communications. The use of LoOgGP model to obtain a statistical performance model of an image deconvolution application is illustrated as a case of study.
Date of Conference: 23-29 May 2009
Date Added to IEEE Xplore: 10 July 2009
ISBN Information:
Print ISSN: 1530-2075
Conference Location: Rome, Italy

References

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