• DocumentCode
    3010585
  • Title

    Cascade method of realization of heavy-tailed distributions in data network modelling

  • Author

    Zadorozhnyi, V.N.

  • Author_Institution
    Omsk State Tech. Univ., Omsk, Russia
  • fYear
    2015
  • fDate
    21-23 May 2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The paper solves the problem of moments´ displacement at generating of random variables described with the help of the heavy tails distribution. The solution of this problem verifies the results of simulation modeling of message queues in data networks with fractal traffic. The methods of solving the problem of moments´ displacement are also proposed. We developed the effective method for generating of random variables with the heavy tails distributions. The accuracy of the proposed method is evaluated.
  • Keywords
    data communication; queueing theory; random number generation; telecommunication traffic; data transmission network; fractal traffic; heavy-tailed distributions realization cascade method; message queue; random variable generation; Accuracy; Analytical models; Computational modeling; Distortion; Fractals; Generators; Mathematical model; Fractal traffic; queueing theory; random number generators; simulation modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Communications (SIBCON), 2015 International Siberian Conference on
  • Conference_Location
    Omsk
  • Print_ISBN
    978-1-4799-7102-2
  • Type

    conf

  • DOI
    10.1109/SIBCON.2015.7147062
  • Filename
    7147062