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Ant algorithm with execution quality based prediction in grid scheduling

  • Shanghai Jiao Tong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Task scheduling is one important job in Grid computing and also a hard and complex problem. We have quite a few algorithm of task scheduling in the past researches. Ant Algorithm is a heuristic algorithm. The inherent parallelism and scalability make this algorithm meet the requirement of complex task scheduling in Grid computing. In this paper, we will propose an improved ant algorithm in our power grid environment. We made several improvements on the calculation of pheromone and task issue method as well. The improved algorithm becomes more sensitive with the power grid environment and more robust with heavy workload.

源语言英语
主期刊名4th ChinaGrid Annual Conference, ChinaGrid 2009
77-83
页数7
DOI
出版状态已出版 - 2009
已对外发布
活动4th ChinaGrid Annual Conference, ChinaGrid 2009 - Yantai, 中国
期限: 21 8月 200922 8月 2009

出版系列

姓名4th ChinaGrid Annual Conference, ChinaGrid 2009

会议

会议4th ChinaGrid Annual Conference, ChinaGrid 2009
国家/地区中国
Yantai
时期21/08/0922/08/09

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