Home // ICDT 2011, The Sixth International Conference on Digital Telecommunications // View article
Authors:
Carlos Guerrero
Carlos Juiz
Ramon Puigjaner
Keywords: Web caching; classification trees; web performance engineering; web content aggregation
Abstract:
Web cache performance has been reduced in Web 2.0 applications due to the increase of the content update rates and the higher number of personalized web pages. This problem can be minimized by the caching of content fragments instead of complete web pages. We propose a classification algorithm to define the fragment design that experiences the best performance. To create the algorithm, we have mined data of content characterization, user behaviour and performance. We have obtained two classification tree as result of this process. These classification trees are used to determine the fragment design. We have optimized the model of a real web site using both classification trees and we have evaluated the user observed response time. We have obtained significant results which prove that the optimization of the fragment designs can achieve high speedups in the user perceived response time.
Pages: 123 to 130
Copyright: Copyright (c) IARIA, 2011
Publication date: April 17, 2011
Published in: conference
ISSN: 2308-3964
ISBN: 978-1-61208-127-4
Location: Budapest, Hungary
Dates: from April 17, 2011 to April 22, 2011