Semantics, Knowledge and Grid, International Conference on (2005)
Nov. 27, 2005 to Nov. 29, 2005
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SKG.2005.136
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.
Cache replacement, web mining, association rule, Markov model.
W. Qu, K. Li, H. Shen, T. Nanya and D. Wu, "Two Cache Replacement Algorithms Based on Association Rules and Markov Models," 2005 First International Conference on Semantics, Knowledge and Grid(SKG), Beijing, 2005, pp. 28.