• DocumentCode
    395641
  • Title

    Effective bandwidths and tail probabilities for Gaussian and stable self-similar traffic

  • Author

    Harmantzis, Fotios C. ; Hatzinakos, Dimitrios ; Lambadaris, Ioannis

  • Author_Institution
    Stevens Inst. of Technol., Hoboken, NJ, USA
  • Volume
    3
  • fYear
    2003
  • fDate
    11-15 May 2003
  • Firstpage
    1515
  • Abstract
    In this paper, we consider parsimonious Gauusian and table (heavy-tailed) models, which best capture the self-similarity of aggregate packet traffic in broadband networks. Using the effective bandwidths theory, we extend the recent results on stable self-similar-driven queues with infinite buffer to the finite buffer case that model routers/switches more accurately. Large deviations results are extended from the large buffer regime to the many sources limiting regime. Unfortunately, in the stable case, traditional large-deviations formulae degenerate into not very helpful asymptotic results, unlike the Gaussian case. This has a negative impact in engineering considerations (e.g., connection admission control, buffer management, statistical multiplexing gains), with respect to those results, and leads to alternative solutions, e.g. empirical/numerical and simulation techniques.
  • Keywords
    Gaussian distribution; bandwidth allocation; broadband networks; probability; queueing theory; telecommunication network routing; telecommunication switching; telecommunication traffic; Gaussian traffic; broadband networks; buffer asymptotic; effective bandwidths theory; infinite buffer case; many sources asymptotic; packet traffic; quality of service; resource requirements; single server queue; stable self-similar traffic; tail probabilities; traffic streams; variable rate connection; Admission control; Aggregates; Bandwidth; Broadband communication; Engineering management; Queueing analysis; Switches; Tail; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2003. ICC '03. IEEE International Conference on
  • Print_ISBN
    0-7803-7802-4
  • Type

    conf

  • DOI
    10.1109/ICC.2003.1203856
  • Filename
    1203856