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基于客户行为模式的Web文档预送 被引量:21
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作者 朱培栋 nudt.edu.cn +3 位作者 卢锡城 nudt.edu.cn 周兴铭 nudt.edu.cn 《软件学报》 EI CSCD 北大核心 1999年第11期1142-1147,共6页
预送作为主动cache,是cache机制由时间局部性向空间局部性的拓展.文章提出服务器主动预送的两种模式.基于单个URL的模式利用客户请求的马尔可夫链特征获取文档的时序相关模型,可进行多级预送.基于会话的模式包括基于文档属性和会... 预送作为主动cache,是cache机制由时间局部性向空间局部性的拓展.文章提出服务器主动预送的两种模式.基于单个URL的模式利用客户请求的马尔可夫链特征获取文档的时序相关模型,可进行多级预送.基于会话的模式包括基于文档属性和会话整体语义的途径,重点研究基于文档属性的途径,给出基本的聚集算法,探讨了文档兴趣的定量表达,提出反映访问时序的属性向量距离算法.对于预送性能的度量,给出请求命中率、会话命中率、预送效率和预送代价等度量方法,同时,完成大量实验,对客户行为分析的这两种模式进行比较.文章提出的由服务器访问记录提取客户行为模式的方法,不但适用于文档预送,对于服务器站点设计和ISP(internetserviceprovider)的服务规划也有重要价值. 展开更多
关键词 WWW 马中夫链 文档预送 WEB
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Saturation throughput analysis of the cooperative MAC with opportunistic Relaying for Ad Hoc Networks
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作者 李楠 Cai Yueming +1 位作者 Cheng Naiping Hu Yingbo 《High Technology Letters》 EI CAS 2011年第2期134-139,共6页
In this paper, the system saturation throughput of the cooperative MAC with opportunistic relaying for ad hoc networks is evaluated by exploiting the proposed analytical model based on the Markov chain model of DCF. B... In this paper, the system saturation throughput of the cooperative MAC with opportunistic relaying for ad hoc networks is evaluated by exploiting the proposed analytical model based on the Markov chain model of DCF. Both of the cooperative scheme and opportunistic relaying are considered into the analytical model. Simulations are also performed to validate the proposed analytical model. Simulation results show that the cooperative MAC with opportunistic relaying can significantly improve the system performance. Furthermore, we also reveal the impact of the opportunistic relaying on the performance from the MAC layer perspectives. 展开更多
关键词 cooperative MAC opportunistic relaying Markov chain model
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Almost Sure Central Limit Theorem for Partial Sums of Markov Chain 被引量:2
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作者 Guangming ZHUANG Zuoxiang PENG Zhongquan TAN 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2012年第1期73-82,共10页
Abstract The authors prove an almost sure central limit theorem for partial sums based on an irreducible and positive recurrent Markov chain using logarithmic means, which realizes the extension of the almost sure cen... Abstract The authors prove an almost sure central limit theorem for partial sums based on an irreducible and positive recurrent Markov chain using logarithmic means, which realizes the extension of the almost sure central limit theorem for partial sums from an i.i.d, sequence of random variables to a Markov chain. 展开更多
关键词 Almost sure central limit theorem Partial sums Markov chain Logarithmic means
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