Statistical analysis and representation of TCP traffic

Khalid Daoudi; Jacques Levy-Vehel

doi:10.1117/12.328147

19 October 1998 Statistical analysis and representation of TCP traffic

Khalid Daoudi, Jacques Levy-Vehel

Proceedings Volume 3458, Wavelet Applications in Signal and Imaging Processing VI; (1998) https://doi.org/10.1117/12.328147
Event: SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 1998, San Diego, CA, United States

Abstract

We study the statistical behavior of TCP traffic traces through their wavelet decomposition, and show that the marginal distribution of the wavelet coefficients is a 1.5- stable law. Taking advantage of the correlation between the Haar coefficients, we then give a representation to the signal in terms of Weakly Self-Affine functions, which are a generalization of `fractal' functions, and allow a parsimonious representation of the data.

Citation Download Citation

Khalid Daoudi and Jacques Levy-Vehel "Statistical analysis and representation of TCP traffic", Proc. SPIE 3458, Wavelet Applications in Signal and Imaging Processing VI, (19 October 1998); https://doi.org/10.1117/12.328147

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