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Improved multi-fractal network traffic model and its performance analysis |
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| Authors: | HUANG Li-ya WANG Suo-ping Institute of Electronic Science Engineering Nanjing University of Posts Telecommunications Nanjing China |
| Affiliation: | HUANG Li-ya,WANG Suo-ping Institute of Electronic Science and Engineering,Nanjing University of Posts and Telecommunications,Nanjing 210003,China |
| Abstract: | This paper demonstrates the limitation of the traditional multi-fractal wavelet model(MWM).Through analyzing the multi-resolution behaviors of the real video traffic,we propose an improved MWM model.It synthesizes the traffic traces using another wavelet basis,and can adjust wavelet coefficients and multiplicative coefficients at each time scale,based on the network measurement.Subsequently,multifractal spectra and queue performances of the new model have been analyzed.The simulation proves it can capture t... |
| Keywords: | multifractal multifractal wavelet model multifractal spectrum queue overflow probability |
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