Annals of Operations Research

, Volume 170, Issue 1, pp 199–216

Bivariate statistical analysis of TCP-flow sizes and durations

Authors

    • Institute of Control SciencesRussian Academy of Sciences
  • Jorma Kilpi
    • VTT
Article

DOI: 10.1007/s10479-009-0531-6

Cite this article as:
Markovich, N.M. & Kilpi, J. Ann Oper Res (2009) 170: 199. doi:10.1007/s10479-009-0531-6

Abstract

We approximate the distribution of the TCP-flow rate by deriving it from the joint bivariate distribution of the flow sizes and flow durations of a given access network. The latter distribution is represented by a bivariate extreme value distribution using the Pickand’s dependence A-function. We estimate the A-function to measure the dependencies of random pairs: TCP-flow size and duration, the rate of TCP-flow and size, as well as the rate and duration. We provide a method to test that the achieved estimate of A-function is good and perform the analysis with one concrete data example.

Keywords

TCP-flowExtreme value distributionPickands function
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Copyright information

© Springer Science+Business Media, LLC 2009