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Volume 17 Issue 1
January  2002
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JIN Zhigang, SHU Yantai, Oliver W.W.Yang. The Impact of Non-Gaussian Distribution Traffic on Network Performance[J]. Journal of Computer Science and Technology, 2002, 17(1).
Citation: JIN Zhigang, SHU Yantai, Oliver W.W.Yang. The Impact of Non-Gaussian Distribution Traffic on Network Performance[J]. Journal of Computer Science and Technology, 2002, 17(1).
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The Impact of Non-Gaussian Distribution Traffic on Network Performance

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  • Published Date: January 14, 2002
    Abstract
  • Recent extensive measurements of real-life traffic demonstrate that theprobability density function of the traffic is non-Gaussian. Ifa traffic model does not capture this characteristics, any analytical orsimulation results will not be accurate. In this work, we study theimpact of non-Gaussian traffic on network performance, and present anapproach that can accurately model the marginal distribution ofreal-life traffic. Both the long- and short-range autocorrelations arealso accounted. We show that the removal of non-Gaussian componentsof the process does not change its correlation structure, and wevalidate our promising procedure by simulations.
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