计算机工程与应用Issue(15)：65-71,7.DOI:10.3778/j.issn.1002-8331.1208-0452
基于蚁群算法的Hadoop资源感知调度器研究
Research of Hadoop resource-aware scheduler based on ant colony algorithm
摘要
Abstract
By studying the colony algorithm, analyzing the deficiency of existing Hadoop scheduler, a resource-aware sched-uler based on ant colony algorithm is proposed. It can be more comprehensive and more scientific to assign tasks and improve the operating performance of the overall architecture. The experiment shows that, the resource-aware scheduler has not improved the performance markedly in isomorphic situation, however, it can significantly increase performance in isomerism situation. This resource-aware scheduler can improve the calculation speed of the system and reduce the computing time.关键词
Hadoop/资源感知调度器/蚁群算法Key words
Hadoop/resource-aware scheduler/ant colony algorithm分类
信息技术与安全科学引用本文复制引用
张海燕,吴凡,王建新..基于蚁群算法的Hadoop资源感知调度器研究[J].计算机工程与应用,2014,(15):65-71,7.基金项目
国家自然科学基金（No.61170268）；优秀青年教师科技支撑专项计划（No.YX2010-30）。 （）
