• DocumentCode
    2977520
  • Title

    Simulating network traffic with a new DWT-based model

  • Author

    Xin-Shuo Li ; Jian-Ping Li ; Jing-An Ren

  • Author_Institution
    Autom. Sch., Chongqing Univ., Chongqing, China
  • fYear
    2012
  • fDate
    17-19 Dec. 2012
  • Firstpage
    46
  • Lastpage
    49
  • Abstract
    Traffic models play a significant role in the analysis and characterization of network traffic and network performance. Thorough research and accurate modeling on network traffic become an efficient way to explore network internal mechanism, control network flux and optimize network performance. In this paper, we put forward an Haar DWT-based traffic model. The scaling analysis on the four simulated traces show that our model can generate multifractal traffic data, which is in a close fit to the real trace statistics.
  • Keywords
    Haar transforms; discrete wavelet transforms; statistical analysis; telecommunication networks; telecommunication traffic; Haar DWT-based traffic model; control network flux; discrete wavelet transform-based model; multifractal traffic data; network internal mechanism; network performance optimisation; network traffic simulation; scaling analysis; trace statistics; Abstracts; Discrete wavelet transforms; Haar; Multifractal DWT; Network traffic model; Self-similar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Active Media Technology and Information Processing (ICWAMTIP), 2012 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4673-1684-2
  • Type

    conf

  • DOI
    10.1109/ICWAMTIP.2012.6413436
  • Filename
    6413436