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Web caching and prefetching with cyclic model analysis of web object sequences
Author(s) -
K. C. Srikantaiah,
N. Krishna Kumar,
K. R. Venugopal,
L.M. Patnaik
Publication year - 2014
Publication title -
international journal of knowledge and web intelligence
Language(s) - English
Resource type - Journals
eISSN - 1755-8263
pISSN - 1755-8255
DOI - 10.1504/ijkwi.2014.065050
Subject(s) - computer science , world wide web , object (grammar) , web application , database , information retrieval , artificial intelligence
Web caching is the process in which web objects are temporarily stored to reduce bandwidth consumption, server load and latency. Web prefetching is the process of fetching web objects from the server before they are actually requested by the client. Integration of caching and prefetching can be very beneficial as the two techniques can support each other. By implementing this integrated scheme in a client-side proxy, the perceived latency can be reduced for not one but many users. In this paper, we propose a new integrated caching and prefetching policy called the WCP-CMA which makes use of a profit-driven caching policy that takes into account the periodicity and cyclic behaviour of the web access sequences for deriving prefetching rules. Our experimental results have shown a 10%-15% increase in the hit ratios of the cached objects and 5%-10% decrease in delay compared to the existing schem

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