• DocumentCode
    1740976
  • Title

    Practical aspects of simulating systems having arrival processes with long-range dependence

  • Author

    Geist, Robert ; Westall, James

  • Author_Institution
    Dept. of Comput. Sci., Clemson Univ., SC, USA
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    666
  • Abstract
    Analysis of network traffic indicates that packet arrival processes have significant stochastic dependence. It has been suggested that this dependence is so strong as to be well-modeled by long-range dependent processes. The fact that no finite process can be said to be truly long-range dependent poses potentially serious obstacles to simulation modeling. We explore some of these obstacles and propose practical methods for obtaining useful results with simulations of manageable duration
  • Keywords
    Gaussian noise; packet switching; simulation; stochastic processes; telecommunication traffic; arrival processes; computer network traffic; long-range dependence; long-range dependent processes; network traffic analysis; packet arrival processes; simulation modeling; stochastic dependence; system simulation; Autocorrelation; Computational modeling; Computer science; Predictive models; Sampling methods; Stochastic processes; Stochastic resonance; Stochastic systems; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2000. Proceedings. Winter
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    0-7803-6579-8
  • Type

    conf

  • DOI
    10.1109/WSC.2000.899778
  • Filename
    899778