• DocumentCode
    2698015
  • Title

    Application of Transfer Regression to TCP Throughput Prediction

  • Author

    Borzemski, Leszek ; Starczewski, Gabriel

  • Author_Institution
    Inst. of Comput. Sci., Wroclaw Univ. of Technol., Wroclaw, Poland
  • fYear
    2009
  • fDate
    1-3 April 2009
  • Firstpage
    28
  • Lastpage
    33
  • Abstract
    In this paper we present the application of the transform regression (TR) algorithm to predict file transfer time. We consider the files that are transferred from Web servers using HTTP protocol. We identify parameters having impact on file transfer time and use them as inputs to transform regression. We compare the results of TR-based prediction with the moving averages methods.
  • Keywords
    Internet; data mining; file servers; transport protocols; HTTP protocol; TCP throughput prediction; Web servers; data mining; file transfer time prediction; transfer regression; transform regression algorithm; Algorithm design and analysis; Application software; Data mining; IP networks; Internet; Prediction algorithms; Protocols; TCPIP; Throughput; Web server; TCP throughput prediction; Transfer Regression; Web performance; data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information and Database Systems, 2009. ACIIDS 2009. First Asian Conference on
  • Conference_Location
    Dong Hoi
  • Print_ISBN
    978-0-7695-3580-7
  • Type

    conf

  • DOI
    10.1109/ACIIDS.2009.74
  • Filename
    5175962
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2698015