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Web Proxy Cache Replacement Strategies - Simulation, Implementation, and Performance Evaluation (Paperback, 2013 ed.)
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Web Proxy Cache Replacement Strategies - Simulation, Implementation, and Performance Evaluation (Paperback, 2013 ed.)
Series: SpringerBriefs in Computer Science
Expected to ship within 10 - 15 working days
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This 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.
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