• DocumentCode
    499125
  • Title

    The research and simulation on network traffic

  • Author

    Zhang, Dong-Li ; Jiao, Wen-cheng ; Li, Qing-Heng

  • Author_Institution
    Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
  • Volume
    5
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    2735
  • Lastpage
    2738
  • Abstract
    Network traffic has the characteristic of self similarity. We can create its model based on measure and physical method. The detail model includes FBM, FGN, on/off, and so on. Then carried on research and practice on the concrete problem that the flow of network produced, such as: distributed production of random number, control algorithms on the basis of feedback mechanism of the flow. Especially carry on deep ground research from the formulation of the similar flow of network, and has realized on this basis that the flow of network based on on-off model is turned into. The research focal point of this text is: How to produce the flow of network with abundant characteristic that can be controlled accurately, and produced the almost true flow of network finally.
  • Keywords
    Brownian motion; random number generation; stochastic processes; telecommunication network management; control algorithm; distributed production; feedback mechanism; fractional Brownian motion; fractional Gaussian noise; network traffic; on-off model; random number; simulation; Brownian motion; Communication system traffic control; Cybernetics; Gaussian noise; Machine learning; Packaging; Statistics; Stochastic processes; Telecommunication traffic; Traffic control; FBM; FGN; Network traffic; ON/OFF model; Self-simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212661
  • Filename
    5212661