1 option
Web Proxy Cache Replacement Strategies : Simulation, Implementation, and Performance Evaluation / by Hala ElAarag.
- Format:
- Book
- Author/Creator:
- ElAarag, Hala, 1967- author.
- Series:
- Computer Science (Springer-11645)
- SpringerBriefs in computer science 2191-5768
- SpringerBriefs in Computer Science, 2191-5768
- Language:
- English
- Subjects (All):
- Computer simulation.
- Computer networks.
- Computer system failures.
- Simulation and Modeling.
- Computer Communication Networks.
- System Performance and Evaluation.
- Local Subjects:
- Simulation and Modeling.
- Computer Communication Networks.
- System Performance and Evaluation.
- Physical Description:
- 1 online resource (X, 103 pages) : 81 illustrations, 15 illustrations in color.
- Edition:
- First edition 2013.
- Contained In:
- Springer eBooks
- Place of Publication:
- London : Springer London : Imprint: Springer, 2013.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- Introduction
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-1-4471-4893-7
- 9781447148937
- Access Restriction:
- Restricted for use by site license.
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