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A Study on the World Wide Web Traffic Source Modeling with Self-Similarity  

김동일 (동의대학교)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.6, no.3, 2002 , pp. 416-420 More about this Journal
Abstract
Traditional queueing analyses are very useful for designing a network's capacity and predicting there performances, however most of the predicted results from the queueing analyses are quite different from the realistic measured performance. And recent empirical studies on LAN, WAN and VBR traffic characteristics have indicated that the models used in the traditional Poisson assumption can't properly predict the real traffic properties due to under estimation of the long range dependence of network traffic and self-similarity In this parer self-similar characteristics over statistical approaches and real time network traffic measurements are estimated It is also shown that the self- similar traffic reflects network traffic characteristics by comparing source model.
Keywords
self-similar traffic; source modeling; traffic; www traffic;
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  • Reference
1 Peyton Z. Peebles,JR. Probability, 'Random Variables, and Random Signal Principles', McGraw Hill, p134-198,1993
2 Leland,W.,Taqqu,M.,Willinger,W.,Wilson,D. 'On the Self-similar Nature of Ethernet Traffic(Extended Version)', IEEE/ACM Transaction on Networking, Feb,1994
3 J.H. Mathews, Kurtis D. Fink, 'Numerical Methods Using Matlab', 3rd Edition, Pren- tice Hall, pp 253-278, 1999
4 김창호, 김동일 외, '트래픽에서의 장기간 의존성 및 Self-similar 특성', 하계통신학회 Proc., p463-467, 1999
5 김창호, 김동일 외, 'Ethernet 트래픽의 장기간 의존성 및 Self-Similar 트래픽 소스 모델링에 관한 연구', Telecomm. Review, vol.11, No.6, 2001
6 Willinger,W.,Wilson,D.,Taqqu,M. 'Self-sim ilar Traffic Modeling for Highspeed Net- works', ConneXions,Nov,1994
7 J.Beran, R. Sherman, M.S. Taqqu and W. Willinger, 'Long-Range Dependence in Va- riable Bit Rate Video Traffic', IEEE Trans- action on Communications 43, No.2/3/4, pp 1566-1579, 1995   DOI