• DocumentCode
    1747702
  • Title

    Shaping and policing of fractal α-stable broadband traffic

  • Author

    Harmantzis, Fotios C. ; Hatzinakos, Dimitrios ; Katzela, Irene

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
  • Volume
    1
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    697
  • Abstract
    We study the effect on shaping on self-similar non-Gaussian (Stable) traffic. Although there are several self-similar Stable models in the literature, to the authors knowledge, this is the first time the effectiveness of shaping in the inherent fractality and heavy-tailness of broadband traffic has been examined. The goal of this effort is to increase network operating points dealing with the difficult traffic engineering problems, in a more efficient way. Using simulation and statistical estimation techniques, we show that, (a) the Hurst parameter, which describes the asymptotic self-similarity of the traffic, is unaffected; and (b) traffic can be made less stable, even Gaussian, with the cost of performance degradation
  • Keywords
    Internet; asynchronous transfer mode; broadband networks; digital simulation; fractals; packet switching; parameter estimation; stability; statistical analysis; telecommunication traffic; ATM networks; Gaussian traffic; Hurst parameter; Internet; asymptotic self-similarity; asynchronous transfer mode; broadband traffic; differentiated services; fractal α-stable broadband traffic policing; fractal α-stable broadband traffic shaping; network operating points; performance degradation; resource allocation; self-similar nonGaussian traffic; simulation; statistical estimation; traffic engineering problems; traffic regulation; Broadband communication; Brownian motion; Communication system traffic control; Fractals; Information technology; Integrated circuit noise; Scholarships; Shape control; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2001. Canadian Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-6715-4
  • Type

    conf

  • DOI
    10.1109/CCECE.2001.933769
  • Filename
    933769