DocumentCode
2209519
Title
Clustering Web Traffic of Request Bursts
Author
Lu, Wei-Zhou ; Yu, Shun-zheng
Author_Institution
Dept. of Electron. & Commun. Eng., Sun Yat-Sen Univ., Guangzhou
fYear
2006
fDate
14-17 Nov. 2006
Firstpage
1
Lastpage
4
Abstract
This paper presents a method of clustering Web request bursts. We purpose a parametric hidden semi-Markov model (HSMM) to describe the process of request bursts. We also use an HSMM-based clustering method to cluster different uses´ sequences of request bursts and give the experiment results to validate our methods
Keywords
Internet; Web sites; hidden Markov models; sequences; telecommunication traffic; clustering Web traffic; hidden semiMarkov model; parametric HSMM; request burst sequence; Bayesian methods; Clustering methods; Educational programs; Explosives; Navigation; Stochastic processes; Sun; Telecommunication traffic; Traffic control; World Wide Web; Hidden Semi-Markov Model; Model-based Clustering; Web Traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2006. 2006 IEEE Region 10 Conference
Conference_Location
Hong Kong
Print_ISBN
1-4244-0548-3
Electronic_ISBN
1-4244-0549-1
Type
conf
DOI
10.1109/TENCON.2006.344150
Filename
4142619
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