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Title: Multiplicative multifractal process based modeling of broadband traffic processes: variable bit rate video traffic
Keywords: Gaussian Processes
Broadband Network
Statistical Analysis
Telecommunication Traffic
Issue Date: 2002
Publisher: IEEE
Citation: Proceedings of the IEEE International Zurich Seminar on Broadband Communications: Access, Transmission, Networking, Zurich, Switzerland, 19-21 February 2002, 18-1-18-6
Abstract: 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.
URI: 10.1109/IZSBC.2002.991758
ISBN: 0-7803-7257-3
Appears in Collections:Proceedings papers

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