使用低成本存储服务的基于云的进化并行计算

M. G. Arenas, J. J. M. Guervós, P. Castillo, G. Romero, J. L. Laredo, A. García
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引用次数: 1

摘要

在本文中,我们将检查几个不同的和困难的问题,并介绍自动负载平衡和异步对问题解决速度的影响。我们得出的结论是,尽管节点数量和迁移率之间存在复杂的相互作用,很难确切地说什么是它们的最佳组合,但在困难的问题中,并行化的影响是值得注意的。本文采用Drop box作为免费存储服务,连接多台异构计算机运行进化算法。该系统的算法性能已经在前人的论文中得到了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services
In this paper we will check several different, and difficult, problems, and present what effects the automatic load-balancing and asynchrony have on the speed of resolution of problems. We conclude that the effects of parallelization are noted with difficult problems, although there is a complicated interplay between the number of nodes and migration rate that makes difficult to say exactly what is the best combination of them. This paper uses Drop box as free storage service to conect several heterogeous computers to run an evolutionary algorithm. The algorithmic performance of the system has been proved in previous papers.
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