Article Dans Une Revue Multiagent and Grid Systems - An International Journal of Cloud Computing Année : 2007

Organization Detection for Dynamic Load Balancing in Individual-Based Simulations

Résumé

Large-scale individual-based simulations can benefit a lot from high performance computing environments. The benefit that can be hopped depends greatly on a good load distribution among the processing ressources together with the minimization of the communication overhead. However, minimizing both idle time and communication overhead requires the search for a trade-off. Inspired by complex systems, the approach described in this paper aims at minimizing the volume of data exchanged over the network between tasks of a distributed application, while balancing the load between available computing ressources. The method lies on the trail-laying trail-following paradigm used in algorithms based on artificial ants.

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Dates et versions

hal-00430523 , version 1 (08-11-2009)

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  • HAL Id : hal-00430523 , version 1

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Cyrille Bertelle, Antoine Dutot, Frédéric Guinand, Damien Olivier. Organization Detection for Dynamic Load Balancing in Individual-Based Simulations. Multiagent and Grid Systems - An International Journal of Cloud Computing , 2007, 3 (1), pp.141-163. ⟨hal-00430523⟩
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