• DocumentCode
    3537189
  • Title

    A Poisson Based Bursty Model of Internet Traffic

  • Author

    Kresch, Edward ; Kulkarni, Sarvesh

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Villanova Univ., Villanova, PA, USA
  • fYear
    2011
  • fDate
    Aug. 31 2011-Sept. 2 2011
  • Firstpage
    255
  • Lastpage
    260
  • Abstract
    This paper presents a model for bursty data traffic on modern networks. The model is simple and amenable to analysis, thus enhancing its practical utility. We use the model to generate arrivals to a single queue and compute its performance measures. We also propose a measure of burstiness based upon these performance parameters that is easy to measure and use. Several traffic traces were downloaded from the internet and analyzed to determine their burstiness properties. We conclude that predictions from the model are consistent with the data on the internet and the degradation of all the parameters due to burstiness.
  • Keywords
    Internet; queueing theory; stochastic processes; telecommunication traffic; Poisson based bursty model; Poisson processes; burstiness; bursty data traffic; internet traffic; queuing theory; Analytical models; Computational modeling; Computers; Data models; Equations; Internet; Mathematical model; Poisson arrival; bursty traffic; network performance; queuing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on
  • Conference_Location
    Pafos
  • Print_ISBN
    978-1-4577-0383-6
  • Electronic_ISBN
    978-0-7695-4388-8
  • Type

    conf

  • DOI
    10.1109/CIT.2011.95
  • Filename
    6036768