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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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https://hal.inria.fr/hal-01063315
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Submitted on : Thursday, September 11, 2014 - 5:30:54 PM
Last modification on : Friday, June 25, 2021 - 3:40:06 PM

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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. pp.325-332, ⟨10.1109/ICPP.2009.24⟩. ⟨hal-01063315⟩

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