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Computer and Information Science, ACIS International Conference on (2007)
Melbourne, Australia
July 11, 2007 to July 13, 2007
ISBN: 0-7695-2841-4
pp: 788-794
Wenying Feng , Trent University, Canada
Hua Chen , Trent University, Canada
ABSTRACT
In this paper, we present a new Web Cache Pre-fetching scheme, the matrix algorithm. Our method is simple to implement and adopts the idea of machine learning into caching systems. To develop the simulation program, we propose and implement a topic request model on the client side that is also by matrix application. Results from the simulation show that our new algorithm significantly improves cache performance measured by hit rates.
INDEX TERMS
Web cache, LRU, machine learning, matrix, pre-fetching.
CITATION

H. Chen and W. Feng, "A Matrix Algorithm forWeb Cache Pre-fetching," 2007 International Conference on Computer and Information Science(ICIS), Melbourne, Qld., 2007, pp. 788-794.
doi:10.1109/ICIS.2007.28
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