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First International Conference on Semantics, Knowledge and Grid (SKG'05)
Two Cache Replacement Algorithms Based on Association Rules and Markov Models
Beijing, China
November 27-November 29
ISBN: 0-7695-2534-2
ASCII Text
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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
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@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
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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