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Journal Articles Parallel and Cloud Computing Year : 2013

Coupling profile and historical methods to predict execution time of parallel applications

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Abstract

This article describes some work in the domain of application execution time prediction, which is always necessary for schedulers. We define a hybrid method of time prediction that is both profile-based and historic-based. This prediction is achieved by combining a program structure analysis with an instance-based learning method. We demonstrate that taking account of an application's profile improves predictions compared with classical historic-based prediction methods
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Dates and versions

hal-01228236 , version 1 (12-11-2015)

Identifiers

  • HAL Id : hal-01228236 , version 1

Cite

Thierry Monteil. Coupling profile and historical methods to predict execution time of parallel applications . Parallel and Cloud Computing, 2013, 2 (3), pp.81-89. ⟨hal-01228236⟩
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