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云计算环境下的动态数据副本管理策略

邓见光 赵跃龙 袁华强

华中科技大学学报(自然科学版)2015,Vol.43Issue(10):53-57,5.
华中科技大学学报(自然科学版)2015,Vol.43Issue(10):53-57,5.DOI:10.13245/j.hust.151011

云计算环境下的动态数据副本管理策略

Dynamic data replica management strategy in cloud computing environment

邓见光 1赵跃龙 2袁华强1

作者信息

  • 1. 东莞理工学院计算机学院 ,广东东莞523808
  • 2. 华南理工大学计算机科学与工程学院 ,广东广州510006
  • 折叠

摘要

Abstract

Focusing on the frequent single point of failure in cloud computer system ,a dynamic data replica management strategy was proposed in cloud computer environment .The replica placement de-cision of the proposed replica management strategy was made by specifically analyzing the state param-eters of target node ,including the current load condition ,the size of the current available storage ca-pacity ,the communication bandwidth ,the historical access record and its historical failure record . And at the same time ,a higher priority was provided to the bigger file replica in the decision-making of replica replacement .Experimental results illustrate that the proposed dynamic replica management strategy is stable in the criterion of average data access distance ,and w hich outperforms other several classic replica strategy in the measurements of the system load balance level and the average task exe-cution time .

关键词

云计算/数据副本/文件热度/副本放置/副本置换

Key words

cloud computing/data replica/file popularity/replica placement/replica replacement

分类

信息技术与安全科学

引用本文复制引用

邓见光,赵跃龙,袁华强..云计算环境下的动态数据副本管理策略[J].华中科技大学学报(自然科学版),2015,43(10):53-57,5.

基金项目

国家自然科学基金资助项目(61402106) (61402106)

广东省自然科学基金资助项目(2014A030313632). (2014A030313632)

华中科技大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1671-4512

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