• DocumentCode
    2488041
  • Title

    Round Trip Time Prediction Using the Symbolic Function Network Approach

  • Author

    Eskander, George S. ; Atiya, Amir ; Chong, Kil To ; Kim, Hyongsuk ; Yoo, Sung Goo

  • Author_Institution
    Telecom Egypt, Giza
  • fYear
    2007
  • fDate
    23-24 Nov. 2007
  • Firstpage
    3
  • Lastpage
    7
  • Abstract
    In this paper, we develop a novel approach to model the Internet round trip time using a recently proposed symbolic type neural network model called symbolic function network. The developed predictor is shown to have good generalization performance and simple representation compared to the multilayer perceptron based predictors.
  • Keywords
    Internet; neural nets; Internet round trip time; generalization performance; multilayer perceptron based predictors; round trip time prediction; symbolic function network; symbolic type neural network model; Delay; IP networks; Internet; Neural networks; Packet switching; Power system modeling; Predictive models; Protocols; Quality of service; Timing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology Convergence, 2007. ISITC 2007. International Symposium on
  • Conference_Location
    Joenju
  • Print_ISBN
    0-7695-3045-1
  • Electronic_ISBN
    978-0-7695-3045-1
  • Type

    conf

  • DOI
    10.1109/ISITC.2007.52
  • Filename
    4410595
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2488041