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
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;
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
DOI :
10.1109/TENCON.2006.344150
