• DocumentCode
    2805316
  • Title

    Network traffic model for industrial environment

  • Author

    Kolbusz, Janusz ; Paszczynskr, S. ; Wilamowski, Bogdan M.

  • Author_Institution
    Dept. of Dispersed Syst., Univ. of Comput. Technol. & Manage., Rzeszow, Poland
  • fYear
    2005
  • fDate
    10-12 Aug. 2005
  • Firstpage
    406
  • Lastpage
    411
  • Abstract
    In the paper a model of the traffic in the LAN is presented. In the model the most important components influencing the network traffic are taken into account. Namely, the transmission protocols and information buffering, operational systems and queuing algorithms as well as users\´ behavior working with the network applications are considered. The model is based on an "on-off" function. The network traffic observed at the physical layer is a superposition of many sequential and self-similar "on-off" processes. It has been shown that self-similarity of the traffic measured by Hurst parameter changing from almost 1.0 for very low frequencies to 0.5 for high frequencies. Implications, which arc derived from the model, are described in the conclusion.
  • Keywords
    local area networks; queueing theory; telecommunication traffic; transport protocols; LAN; industrial environment; information buffering; network traffic model; on-off function; operational system; queuing algorithm; transmission protocol; Autoregressive processes; Computer networks; Electronic mail; Frequency; Physical layer; Protocols; Random variables; Signal processing; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics, 2005. INDIN '05. 2005 3rd IEEE International Conference on
  • Print_ISBN
    0-7803-9094-6
  • Type

    conf

  • DOI
    10.1109/INDIN.2005.1560411
  • Filename
    1560411