Optimizing the Latency of Streaming Applications under Throughput and Reliability Constraints

Anne Benoit 1, 2 Mourad Hakem 1, 2 Yves Robert 1, 2
Abstract : In this paper, we deal with the problem of scheduling streaming applications on unreliable heterogeneous platforms. We use the realistic one-port model with full computation/communication overlap. We deal with three optimization objectives. The first two, latency and throughput, are performance-related while the third, tolerating a given number of processor failures, is reliability-oriented. The major contribution of this paper is the design of a new scheduling algorithm to minimize latency under both throughput and reliability constraints. We provide a comprehensive set of experimental results, that fully demonstrate the usefulness of the proposed algorithm.
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Communication dans un congrès
ICPP '09. International Conference on Parallel Processing, 2009., Sep 2009, Vienna, Austria. IEEE, pp.325-332, 2009, 〈10.1109/ICPP.2009.24〉
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https://hal.inria.fr/hal-01063315
Contributeur : Equipe Roma <>
Soumis le : jeudi 11 septembre 2014 - 17:30:54
Dernière modification le : mardi 16 janvier 2018 - 15:35:28

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Anne Benoit, Mourad Hakem, Yves Robert. Optimizing the Latency of Streaming Applications under Throughput and Reliability Constraints. ICPP '09. International Conference on Parallel Processing, 2009., Sep 2009, Vienna, Austria. IEEE, pp.325-332, 2009, 〈10.1109/ICPP.2009.24〉. 〈hal-01063315〉

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