Clustering web traffic of request bursts

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn , Issue , 2006, Pages

  Lu, Wei Zhou ^a   Yu, Shun Zheng ^a  

^a SUN YAT SEN UNIVERSITY   (China)

Author keywords

Hidden Semi Markov model; Model based clustering; Web traffic

Indexed keywords

HIDDEN MARKOV MODELS; LEARNING SYSTEMS; WORLD WIDE WEB;

HIDDEN SEMI-MARKOV MODEL (HSMM); REQUEST BURSTS; WEB TRAFFIC;

TELECOMMUNICATION TRAFFIC;

EID: 34547605113     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2006.344150     Document Type: Conference Paper

References (5)

1. L.R. Rebiner, "A tutorial on hidden Markov models and selected application in speech recognition", Proceedings of IEEE, 77(2), pp.257-285, 1989.
2. S. Yu et. al., "A Hidden Semi-Markov Model for Web Workload Self-Similarity", 21st IEEE International Performance, Computing, and Communication Conference pp.65-72, 2002.
3. S. Yu and H. Kobayashi, "An Efficient Forward-Backward Algorithm for an Explicit-Duration Hidden Markov Model", Signal Processing Letters, IEEE, Volume: 10, Issue: 1, pp. 11-14, 2003
4. B. Mah, "An Empirical Model of HTTP Network Traffic", Proceedings of INFOCOM '97, Kobe, Japan, April 7-11, 1997
5. A. Stolcke et. al., "Hidden Markov Model induction by Bayesian model merging", Advance in Neural Information Processing Systems, pp.11-18, 1993