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200 10$aWeb proxy cache replacement strategies $esimulation, implementation, and performance evaluation /$fHala ElAarag ; with contributions by Sam Romano and Jake Cobb
205   $a1st ed. 2013.
210   $aLondon $cSpringer$d2013
215   $a1 online resource (108 p.)
225  0$aSpringerBriefs in computer science,$x2191-5768
300   $aDescription based upon print version of record.
311   $a1-4471-4892-4 
320   $aIncludes bibliographical references.
327   $aIntroduction -- Background Information -- Artificial Neural Networks -- A Quantitative Study of Web Cache Replacement Strategies using Simulation -- Web Proxy Cache Replacement Scheme Based on Back Propagation Neural Network -- Implementation of a Neural Network Proxy Cache Replacement Strategy in the Squid Proxy Server.
330   $aThis work presents a study of cache replacement strategies designed for static web content. Proxy servers can improve performance by caching static web content such as cascading style sheets, java script source files, and large files such as images. This topic is particularly important in wireless ad hoc networks, in which mobile devices act as proxy servers for a group of other mobile devices. Opening chapters present an introduction to web requests and the characteristics of web objects, web proxy servers and Squid, and artificial neural networks. This is followed by a comprehensive review of cache replacement strategies simulated against different performance metrics. The work then describes a novel approach to web proxy cache replacement that uses neural networks for decision making, evaluates its performance and decision structures, and examines its implementation in a real environment, namely, in the Squid proxy server.
410  0$aSpringerBriefs in Computer Science,$x2191-5768
606   $aWeb servers
606   $aCache memory
606   $aWeb proxy servers
606   $aProxy servers
615  0$aWeb servers.
615  0$aCache memory.
615  0$aWeb proxy servers.
615  0$aProxy servers.
676   $a006.7
700   $aElAarag$b Hala$01761901
701   $aRomano$b Sam$01424349
701   $aCobb$b Jake$01424350
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