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
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)