| Hadoop云平台下基于LATE改进的推测执行算法 |
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| 引用本文： | 卢慧,高弘博,张丰满,王梅,翟嘉伊,肖震.Hadoop云平台下基于LATE改进的推测执行算法[J].成都纺织高等专科学校学报,2016(2):200-206. |
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| 作者姓名： | 卢慧 高弘博 张丰满 王梅 翟嘉伊 肖震 |
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| 作者单位： | 1. 成都纺织高等专科学校软件测试中心,四川成都,611731;2. 中国建设银行武汉数据中心,湖北武汉,430070 |
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| 基金项目： | 基于云计算的蜀锦蜀绣综合服务平台(2012FZ0081) |
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| 摘 要： | 为解决Hadoop云平台下推测执行算法的不足,基于LATE算法提出一种新的任务进度计算方法,并且采用更细粒度的方式选择执行备份任务的节点。实验结果表明,该算法能够更精准的选定掉队者任务并选择合适的执行节点,缩短作业的执行时间,提高云平台的效率。
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| 关 键 词： | Hadoop 云平台 LATE算法 掉队者任务 |
Improved Speculated Scheduling Algorithm Based on LATE of Hadoop Cloud Platform |
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| LU Hui,GAO Hong-bo,ZHANG Feng-man,WANG Mei,ZHAI Jia-yi,XIAO Zhen.Improved Speculated Scheduling Algorithm Based on LATE of Hadoop Cloud Platform[J].Journal of Chengdu Textile College,2016(2):200-206. |
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| Authors: | LU Hui GAO Hong-bo ZHANG Feng-man WANG Mei ZHAI Jia-yi XIAO Zhen |
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| Abstract: | In order to improve the limitation of speculated scheduling algorithm of Hadoop cloud platform, a new task process algorithm based on LATE was proposed and notes of backup task were selected by adopting more fine-grained way.The experiment results showed that such algorithm could more accurately select the strag-glers and choose proper executing mote, shorten executing time and improve the efficiency of cloud platform. |
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| Keywords: | Hadoop cloud platform LATE algorithm straggler |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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