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Maximizing reliability of distributed computing system with task allocation using simple genetic algorithm
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DOI：10.1016/S1383-7621(01)00013-3.png)
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Abstract
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Reliability is one of the very important characteristics of the distributed computing system (DCS), and articles on task allocation (an NP-Hard problem) to maximize the reliability of DCS have appeared in the past [S. Kartik, C.S. Ram Murthy, IEEE Trans. Comput. 46 (6) (1997) 719; S.M. Shatz, Wang, Goto, IEEE Trans. Comput. 41 (90) (1992) 1156]. Genetic Algorithm (GA) has emerged as a successful tool for optimization purposes. We, in this work, have used a simple GA to optimize the reliability of DCS with task allocation. (C) 2001 Elsevier Science B.V. All rights reserved.
Keywords:
reliability
distributed computing system
task allocation
genetic algorithm
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