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Multi-heuristic dynamic task allocation using genetic algorithms in a heterogeneous distributed system

We present a multi-heuristic evolutionary task allocation algorithm to dynamically map tasks to processors in a heterogeneous distributed system. It utilizes a genetic algorithm, combined with eight common heuristics, in an effort to minimize the total execution time. It operates on batches of unmap...

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Detalles Bibliográficos
Autores principales: Page, Andrew J., Keane, Thomas M., Naughton, Thomas J.
Formato: Texto
Lenguaje:English
Publicado: Academic Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2927021/
https://www.ncbi.nlm.nih.gov/pubmed/20862190
http://dx.doi.org/10.1016/j.jpdc.2010.03.011