Predicting robustness against transient faults of MPI based programs

TitlePredicting robustness against transient faults of MPI based programs
Publication TypeJournal Article
Year of Publication2016
AuthorsGramacho, J, Wong, A, Rexachs, D, Luque, E
JournalInternational Journal of Computational Science and Engineering
VolumeVol.12
Start Page155
IssueNo.2/3
Pagination155 - 165
Date Published04/2016
ISSN1742-7185
Abstract

The evaluation of a program's behaviour in the presence of transient faults is often a very time consuming work. In order to achieve significant data, thousands of executions are required and each execution will have the significant overhead of the fault injection environment. A previously published methodology reduced significantly the time needed to evaluate the robustness of a program execution by exhaustively analysing its execution trace instead of using fault injection. In this paper we present a further improvement in the evaluation time of parallel programs robustness against transient faults by combining this methodology with PAS2P - a method that strives to describe an application based on its message-passing activity. This combination allowed us to predict the robustness of larger parallel programs, reducing in some cases by more than 20 times the time needed to calculate the robustness while obtaining a robustness prediction error of less than 4%.

DOI10.1504/IJCSE.2016.076218
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