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云计算环境下QoS偏好感知的副本选择策略

熊润群 罗军舟 宋爱波 金嘉晖

通信学报2011,Vol.32Issue(7):93-102,10.
通信学报2011,Vol.32Issue(7):93-102,10.

云计算环境下QoS偏好感知的副本选择策略

QoS preference-aware replica selection strategy in cloud computing

熊润群 1罗军舟 1宋爱波 1金嘉晖1

作者信息

  • 1. 东南大学计算机科学与工程学院,江苏南京211189
  • 折叠

摘要

Abstract

A QoS preference-aware replica selection strategy for a kind of users with individual QoS sensitivity (IQS) constraints in cloud computing datacenters was put forward in advance. According to the QoS requirements of data services from IQS users, a novel three-dimensional QoS model of replica selection was introduced, and a QoS preference-aware algorithm based on analytic hierarchy process (AHP) named QoPA was proposed to deal with the IQS constraints. In order to evaluate the replica sites in datacenters and provide the best of them to the IQS users, an algorithm for replica selection based on fuzzy comprehensive evaluation termed FCE_RS was designed and implemented. Results of experiments show that the FCE_RS can serve the various IQS users in cloud computing very well by providing reasonable replica strategies effectively.

关键词

云计算/QoS偏好感知/个体服务质量敏感/副本选择/层次分析法/模糊综合评判

Key words

cloud computing/ QoS preference-aware/ individual QoS sensitivity/ replica selection/ analytic hierarchy process/ fuzzy comprehensive evaluation

分类

信息技术与安全科学

引用本文复制引用

熊润群,罗军舟,宋爱波,金嘉晖..云计算环境下QoS偏好感知的副本选择策略[J].通信学报,2011,32(7):93-102,10.

基金项目

国家自然科学基金资助项目(61070161,61070158,61003257,90912002) (61070161,61070158,61003257,90912002)

国家重点基础研究发展计划(“973”计划)基金资助项目(2010CB328104) (“973”计划)

国家科技支撑计划基金资助项目(2010BAI88B03) (2010BAI88B03)

教育部博士点基金资助项目(200802860031) (200802860031)

江苏省自然科学基金资助项目(B K2008030) (B K2008030)

国家科技重大专项基金资助项目(2009ZX03004-004-04) (2009ZX03004-004-04)

江苏省“网络与信息安全”重点实验室基金资助项目(BM2003201) (BM2003201)

“计算机网络和信息集成”教育部重点实验室基金资助项目(93K-9) (93K-9)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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