Two Cache Replacement Algorithms Based on Association Rules and Markov Models

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First International Conference on Semantics, Knowledge and Grid (SKG'05)

Beijing, China

November 27-November 29

ISBN: 0-7695-2534-2

	ASCII Text	x
	Keqiu Li, Wenyu Qu, Hong Shen, Di Wu, Takashi Nanya, "Two Cache Replacement Algorithms Based on Association Rules and Markov Models," Semantics, Knowledge and Grid, International Conference on, pp. 28, First International Conference on Semantics, Knowledge and Grid (SKG'05), 2005.

	BibTex	x
	@article{ 10.1109/SKG.2005.136, author = {Keqiu Li and Wenyu Qu and Hong Shen and Di Wu and Takashi Nanya}, title = {Two Cache Replacement Algorithms Based on Association Rules and Markov Models}, journal ={Semantics, Knowledge and Grid, International Conference on}, volume = {0}, year = {2005}, isbn = {0-7695-2534-2}, pages = {28}, doi = {http://doi.ieeecomputersociety.org/10.1109/SKG.2005.136}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Semantics, Knowledge and Grid, International Conference on TI - Two Cache Replacement Algorithms Based on Association Rules and Markov Models SN - 0-7695-2534-2 SP EP A1 - Keqiu Li, A1 - Wenyu Qu, A1 - Hong Shen, A1 - Di Wu, A1 - Takashi Nanya, PY - 2005 KW - Cache replacement KW - web mining KW - association rule KW - Markov model. VL - 0 JA - Semantics, Knowledge and Grid, International Conference on ER -

Keqiu Li, Dalian Maritime University

Wenyu Qu, Japan Advanced Institute of Science and Technology

Hong Shen, Japan Advanced Institute of Science and Technology

Di Wu, Dalian University of Technology

Takashi Nanya, University of Tokyo

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SKG.2005.136

In this paper, two cache replacement algorithms are presented. One is based on association rules, in which we extend the LRU replacement algorithm by making it sensible to web access models extracted from web log data using web mining techniques. The other one is based on Markov models, in which we improve the LRU replacement algorithm by applying Markov models.

Index Terms:

Cache replacement, web mining, association rule, Markov model.

Citation:

Keqiu Li, Wenyu Qu, Hong Shen, Di Wu, Takashi Nanya, "Two Cache Replacement Algorithms Based on Association Rules and Markov Models," skg, pp.28, First International Conference on Semantics, Knowledge and Grid (SKG'05), 2005

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