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Multiplicative multifractal process based modeling of broadband traffic processes: variable bit rate video traffic

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Title Multiplicative multifractal process based modeling of broadband traffic processes: variable bit rate video traffic
 
Creator MURALI KRISHNA, P
GADRE, VM
DESAI, UB
 
Subject gaussian processes
broadband network
statistical analysis
telecommunication traffic
 
Description We have developed a new approach to model broadband network traffic based on multiplicative multifractal models. We propose a VVGM (variable variance Gaussian multiplier) multiplicative multifractal model for modeling VBR traffic. The results of the detailed statistical and performance analysis on the original and the synthesized traces are presented. The results of the proposed model on comparison with the traditionally used fARIMA and the wavelet based video traffic process are shown to be significantly better.
 
Publisher IEEE
 
Date 2008-12-15T10:39:34Z
2011-11-27T13:00:39Z
2011-12-15T09:56:32Z
2008-12-15T10:39:34Z
2011-11-27T13:00:39Z
2011-12-15T09:56:32Z
2002
 
Type Article
 
Identifier Proceedings of the IEEE International Zurich Seminar on Broadband Communications: Access, Transmission, Networking, Zurich, Switzerland, 19-21 February 2002, 18-1-18-6
0-7803-7257-3
10.1109/IZSBC.2002.991758
http://hdl.handle.net/10054/327
http://dspace.library.iitb.ac.in/xmlui/handle/10054/327
 
Language en