Energy-aware scheduling of bag-of-tasks applications on master-worker platforms

Abstract : We consider the problem of scheduling an application composed of independent tasks on a fully heterogeneous master-worker platform with communication costs. We introduce a bi-criteria approach aiming at maximizing the throughput of the application while minimizing the energy consumed by participating resources. Assuming arbitrary super-linear power consumption laws, we investigate different models, with energy overheads and memory constraints. Building upon closed-form expressions for the uni-processor case, we derive asymptotically optimal solutions for all models.
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Jean-François Pineau, Yves Robert, Frédéric Vivien. Energy-aware scheduling of bag-of-tasks applications on master-worker platforms. Concurrency and Computation: Practice and Experience, Wiley, 2011, 23 (2), pp.145--157. ⟨10.1002/cpe.1634⟩. ⟨hal-00793414⟩

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