• DocumentCode
    3514365
  • Title

    Network Traffic Prediction Based on Error Advanced DGM(1,1) Model

  • Author

    Cao, Jianhua ; Liu, Yuan ; Dai, Yue

  • Author_Institution
    Sch. of Inf. Eng., JiangNan Univ., WuXi
  • fYear
    2007
  • fDate
    21-25 Sept. 2007
  • Firstpage
    6353
  • Lastpage
    6356
  • Abstract
    The network traffic is the important parameter that measures the burden of network movement and network appearance .It also plays an important role in network layout, traffic management. In traffic management, traffic model is used to evaluate the mechanism of joint control and predict network performance. The Grey Model has good effect in reflecting the variable trend of data. With the development of this theory, it is widely used in applications .Many improved and new generation methods have been proposed. In this paper, we use farther advanced GM(1,1) model to predict network traffic on the basis of others.
  • Keywords
    grey systems; telecommunication network management; telecommunication network planning; telecommunication traffic; grey model; network appearance; network layout; network movement; network traffic prediction; traffic management; Character generation; Communication system traffic control; Cybernetics; Engineering management; Equations; Internet; Predictive models; Telecommunication traffic; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1311-9
  • Type

    conf

  • DOI
    10.1109/WICOM.2007.1558
  • Filename
    4341333