A Modeling Reliability Analysis Technique for Cloud Storage System

被引:0
|
作者
Zhang, Rui [1 ]
Lin, Chuang [1 ]
Meng, Kun [1 ]
Zhu, Lin [1 ]
机构
[1] Tsinghua Univ, Beijing 100084, Peoples R China
关键词
Cloud storage system; Reliability; Markov decision process;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud storage system can reshape the way how kinds of contents are generated, stored and distributed on today's Internet. It is intriguing to study the service provision of cloud storage system for the sake of providing global users with satisfactory service. This paper conducts modeling analysis of a cloud storage system, and proposes a Markov decision process modeling framework to analyze the reliability of the storage system. Based on the modeling analysis, the optimal strategy can be got after executing two solution algorithms. By incorporating these techniques into cloud storage system design, the authors can significantly improve the replication performance and reliability of the system in this paper. Our numerical results further demonstrate the effectiveness and superiority of our technique against traditional static approaches.
引用
收藏
页码:32 / 36
页数:5
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