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    Multiscale Connection-Level Analysis of Network Traffic

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    Author
    Sarvotham, Shriram; Riedi, Rudolf H.; Baraniuk, Richard G.
    Date
    2006-06-07
    Abstract
    Network traffic exhibits drastically different statistics, ranging from nearly Gaussian marginals and long range dependence at very large time scales to highly non-Gaussian marginals and multifractal scaling on small scales. This behavior can be explained by decomposing traffic into two components according to the connection bandwidth: the small bandwidth component absorbs most traffic and is Gaussian, while large bandwidth component constitutes virtually all of the small scale bursts. Based on this understanding, a novel traffic model is proposed that parsimoniously accounts for user behavior, network topology, and the heterogeneous distribution of network bandwidths.
    Description
    Conference Paper
    Citation
    S. Sarvotham, R. H. Riedi and R. G. Baraniuk, "Multiscale Connection-Level Analysis of Network Traffic," vol. 1, 2002.
    Published Version
    http://dx.doi.org/10.1109/ACSSC.2002.1197144
    Keyword
    DSP for Communications
    Type
    Conference paper
    Citable link to this page
    https://hdl.handle.net/1911/20318
    Metadata
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    • DSP Publications [508]
    • ECE Publications [1468]

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    Managed by the Digital Scholarship Services at Fondren Library, Rice University
    Physical Address: 6100 Main Street, Houston, Texas 77005
    Mailing Address: MS-44, P.O.BOX 1892, Houston, Texas 77251-1892
    Site Map