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Multi-criteria scheduling of pipeline workflows

Anne Benoit 1, 2 Veronika Rehn-Sonigo 1, 2 Yves Robert 1, 2 
1 GRAAL - Algorithms and Scheduling for Distributed Heterogeneous Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
Abstract : Mapping workflow applications onto parallel platforms is a challenging problem, even for simple application patterns such as pipeline graphs. Several antagonist criteria should be optimized, such as throughput and latency (or a combination). In this paper, we study the complexity of the bi-criteria mapping problem for pipeline graphs on communication homogeneous platforms. In particular, we assess the complexity of the well-known chains-to-chains problem for different-speed processors, which turns out to be NP-hard. We provide several efficient polynomial bi-criteria heuristics, and their relative performance is evaluated through extensive simulations.
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https://hal.inria.fr/inria-00156732
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Submitted on : Thursday, June 28, 2007 - 5:19:56 PM
Last modification on : Wednesday, October 26, 2022 - 8:15:41 AM

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  • HAL Id : inria-00156732, version 4
  • ARXIV : 0706.4009

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Anne Benoit, Veronika Rehn-Sonigo, Yves Robert. Multi-criteria scheduling of pipeline workflows. [Research Report] RR-6232, LIP RR-2007-32, INRIA. 2007, 2+17p. ⟨inria-00156732v4⟩

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