• DocumentCode
    3550080
  • Title

    Simulation of network traffic and its application

  • Author

    Zhang, Bingyi ; Sun, Yamin

  • Author_Institution
    Dept. of Comput. Sci., Nanjing Univ. of Sci. & Technol., China
  • Volume
    3
  • fYear
    2004
  • fDate
    6-9 Dec. 2004
  • Firstpage
    2185
  • Abstract
    Network traffic model based on Alpha stable process is a hot point. Many models without proof have been proposed. A fractal Alpha model is proposed in this paper and two proofs based on flow and session level respectively are given. Proof and simulation show the model in this paper can describe the self similarity, spike and the long range dependent between increments. Using the mode in this paper, a formula for the residual of the queueing distribution function (RDF) is deduced. Comparing the RDF based on the model in this paper with that based on other models, it can be found that the formula in this paper meet real RDF better.
  • Keywords
    computer network management; fractals; modelling; query processing; telecommunication congestion control; telecommunication traffic; RDF; fractal Alpha model; network traffic model; queueing distribution function; self similarity; Application software; Computational modeling; Computer science; Distribution functions; Internet; Protocols; Resource description framework; Sun; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
  • Print_ISBN
    0-7803-8653-1
  • Type

    conf

  • DOI
    10.1109/ICARCV.2004.1469504
  • Filename
    1469504