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Resource-aware allocation strategies for divisible loads on large-scale systems

Anne Benoit 1, 2, * Loris Marchal 1, 2 Jean-François Pineau 1, 2 Yves Robert 1, 2, * Frédéric Vivien 1, 2
* Corresponding author
2 GRAAL - Algorithms and Scheduling for Distributed Heterogeneous Platforms
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme
Abstract : In this paper, we deal with the large-scale divisible load problem studied in. We show how to reduce this problem to a classical preemptive scheduling problem on a single machine, thereby establishing new complexity results, and providing new approximation algorithms and heuristics that subsume those presented in. We also give some hints on how to extend the results to a more realistic framework where communication costs are taken into account.
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https://hal.inria.fr/hal-00786256
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Submitted on : Friday, February 8, 2013 - 11:09:55 AM
Last modification on : Saturday, September 11, 2021 - 3:18:12 AM

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Anne Benoit, Loris Marchal, Jean-François Pineau, Yves Robert, Frédéric Vivien. Resource-aware allocation strategies for divisible loads on large-scale systems. HCW 2009 - 18th International Heterogeneity in Computing Workshop, 2009, Roma, Italy. ⟨10.1109/IPDPS.2009.5160912⟩. ⟨hal-00786256⟩

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