A Matrix Algorithm forWeb Cache Pre-fetching

Melbourne, Australia July 11-July 13

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http://doi.ieeecomputersociety.org/10.1109/ICIS.2007.28

6th IEEE/ACIS International Conferenc ...

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	Wenying Feng, Hua Chen, "A Matrix Algorithm forWeb Cache Pre-fetching," Computer and Information Science, ACIS International Conference on, pp. 788-794, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007.

	BibTex	x
	@article{ 10.1109/ICIS.2007.28, author = {Wenying Feng and Hua Chen}, title = {A Matrix Algorithm forWeb Cache Pre-fetching}, journal ={Computer and Information Science, ACIS International Conference on}, volume = {0}, year = {2007}, isbn = {0-7695-2841-4}, pages = {788-794}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICIS.2007.28}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer and Information Science, ACIS International Conference on TI - A Matrix Algorithm forWeb Cache Pre-fetching SN - 0-7695-2841-4 SP788 EP794 A1 - Wenying Feng, A1 - Hua Chen, PY - 2007 KW - Web cache KW - LRU KW - machine learning KW - matrix KW - pre-fetching. VL - 0 JA - Computer and Information Science, ACIS International Conference on ER -

Wenying Feng, Trent University, Canada

Hua Chen, Trent University, Canada

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:

Wenying Feng, Hua Chen, "A Matrix Algorithm forWeb Cache Pre-fetching," icis, pp.788-794, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

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