Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2002

Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms

Résumé

We consider the problem of allocating a large number of independent, equal-sized tasks to a heterogeneous "grid" computing platform. We use a tree to model a grid, where resources can have different speeds of computation and communication, as well as different overlap capabilities. We define a base model, and show how to determine the maximum steady-state throughput of a node in the base model, assuming we already know the throughput of the subtrees rooted at the node's children. Thus, a bottom-up traversal of the tree determines the rate at which tasks can be processed in the full tree. The best allocation is bandwidth-centric: if enough bandwidth is available, then all nodes are kept busy; if bandwidth is limited, then tasks should be allocated only to the children which have sufficiently small communication times, regardless of their computation power
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Dates et versions

hal-00789457 , version 1 (18-02-2013)

Identifiants

  • HAL Id : hal-00789457 , version 1

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Olivier Beaumont, Larry Carter, Jeanne Ferrante, Arnaud Legrand, Yves Robert. Bandwidth-Centric Allocation of Independent Tasks on Heterogeneous Platforms. International Parallel and Distributed Processing Symposium IPDPS'2002, 2002, Unknown. ⟨hal-00789457⟩
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