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Network coding-aware cache replacement policy in on-demand 0broadcast environments
  • ISSN号:1003-1952
  • 期刊名称:《管理评论》
  • 时间:0
  • 分类:TN91[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构:[1]School of Information Management, Wuhan University, Wuhan 430072, China, [2]Dept. of Computer Science, City University of Hong Kong, Hong Kong, China
  • 相关基金:Sponsored by the Research Grants Council of the Hong Kong Special Administrative Region,China ( Grant No. CityU 7002702); the Social Science Foundation from the Ministry of Education,China ( Grant No. 10YJC630021 ); the National Natural Science Foundation of China ( Grant No.71202120)
中文摘要:

Network coding has been proved to be an effective technique in improving the performance of data broadcast systems because clients requesting different data items can be served simultaneously in one broadcast. Previous studies showed that its efficiency is highly related to the content of clients’ cache. However, existing data broadcast systems do not take network coding information into account when making cache replacement decisions. In this paper, we propose two networks coding-aware cache replacement policies called DLRU and DLRU-CP to supplement network coding assisted data broadcast in on-demand broadcast environments. In DLRU, both data access and decoding contribution are taken into account to make replacement decisions. DLRU-CP is based on DLRU but allows clients to retrieve decodable data items that have not been requested yet. The performance gain of our proposed cache replacement policies over traditional cache replacement policy is shown in the simulation results, which demonstrate conclusively that the proposed policies can effectively reduce the overall response time.

英文摘要:

Network coding has been proved to be an effective technique in improving the performance of data broadcast systems because clients requesting different data items can be served simultaneously in one broadcast. Previous studies showed that its efficiency is highly related to the content of clients' cache. However, existing data broadcast systems do not take network coding information into account when making cache replacement decisions. In this paper, we propose two networks coding-aware cache replacement policies called DLRU and DLRU-CP to supplement network coding assisted data broadcast in on-demand broadcast environments. In DLRU, both data access and decoding contribution are taken into account to make replacement decisions. DLRU-CP is based on DLRU but allows clients to retrieve decodable data items that have not been requested yet. The performance gain of our proposed cache replacement policies over traditional cache replacement policy is shown in the simulation results, which demonstrate conclusively that the proposed policies can effectively reduce the overall response time.

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期刊信息
  • 《管理评论》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国科学院大学
  • 主编:吕本富
  • 地址:北京市中关村东路80号7号楼112室中国科学院大学经济与管理学院
  • 邮编:100190
  • 邮箱:mreview@gucas.ac.cn
  • 电话:010-82680674
  • 国际标准刊号:ISSN:1003-1952
  • 国内统一刊号:ISSN:11-5057/F
  • 邮发代号:82-395
  • 获奖情况:
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:15896