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云存储系统中基于动态规划的最小开销数据副本布局研究

吴修国

计算机工程2017,Vol.43Issue(7):29-37,9.
计算机工程2017,Vol.43Issue(7):29-37,9.DOI:10.3969/j.issn.1000-3428.2017.07.005

云存储系统中基于动态规划的最小开销数据副本布局研究

Research on Minimum Cost Data Replica Distribution Based onDynamic Planning in Cloud Storage System

吴修国1

作者信息

  • 1. 山东财经大学 管理科学与工程学院,济南 250014
  • 折叠

摘要

Abstract

Traditional replicas distribution strategies consider less data transmission cost and constrainsd network structure lack of universality,a minimum cost of replicas distribution strategy using dynamic planning technology is put up to minimize the overhead of data management in the cloud storage system.It presents a comprehensive data management model including data storage,transmission and the update cost,compares their values and chooses the one with lower cost for replica placement.Experimental results show that the strategy can realize reasonable distribution of replica from global minimum cost view,which can reduce the overall data management cost,and effectively reduce the network transmission and the average response time,and therefore promote the development of cloud storage system.

关键词

云存储系统/副本管理/最小开销/动态规划/副本布局

Key words

cloud storage system/replica management/minimum cost/dynamic planning/replica distribution

分类

信息技术与安全科学

引用本文复制引用

吴修国..云存储系统中基于动态规划的最小开销数据副本布局研究[J].计算机工程,2017,43(7):29-37,9.

基金项目

国家自然科学基金(61571272) (61571272)

山东省泰山学者工程专项经费 ()

山东省自然科学基金(ZR2016FM01) (ZR2016FM01)

济南市高校自主创新计划项目(201303015). (201303015)

计算机工程

OA北大核心CSCDCSTPCD

1000-3428

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