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基于动态等待时间阈值的延迟调度算法

邹伟明 于炯 英昌甜 胡丹

计算机应用研究2012,Vol.29Issue(11):4073-4078,6.
计算机应用研究2012,Vol.29Issue(11):4073-4078,6.DOI:10.3969/j.issn.1001-3695.2012.11.018

基于动态等待时间阈值的延迟调度算法

Dynamic waiting time delay scheduling algorithm in cloud computing

邹伟明 1于炯 1英昌甜 1胡丹1

作者信息

  • 1. 新疆大学信息科学与工程学院,乌鲁木齐830046
  • 折叠

摘要

Abstract

There are two deficiencies in the current delay scheduling algorithms. Firstly, a limitation of these policies is that servers are not always become idle quickly as assumed, the performance of the algorithms declined serious when servers are not become idle quickly. Secondly, delay scheduling algorithms based on static waiting time threshold, cannot adapt to dynamic load of a data center and the different user needs . To address this issue, this paper proposed a dynamic waiting time delay scheduling algorithm (DWTDS). the algorithm according to setting servers' biggest waiting time to adapt to the servers were not idle quickly, DWTDS adjusted jobs' waiting time threshold dynamically according to the information of variables factor in dada center. It shows that DWTDS outperforms previous delay scheduling algorithms in term of the job response time and load balance of the node.

关键词

云计算/延迟调度算法/数据本地性/Hadoop/MapReduce

Key words

cloud computing/ delay scheduling algorithm/ data-locality/ Hadoop/ MapReduce

分类

信息技术与安全科学

引用本文复制引用

邹伟明,于炯,英昌甜,胡丹..基于动态等待时间阈值的延迟调度算法[J].计算机应用研究,2012,29(11):4073-4078,6.

基金项目

新疆维吾尔自治区自然科学基金资助项目(2011211A011) (2011211A011)

国家自然科学基金资助项目(60863003,61063042). (60863003,61063042)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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