• DocumentCode
    2479790
  • Title

    Counting network flows in real time

  • Author

    Kim, Hyang-Ah ; O´Hallaron, David R.

  • Author_Institution
    Dept. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • Volume
    7
  • fYear
    2003
  • fDate
    1-5 Dec. 2003
  • Firstpage
    3888
  • Abstract
    We are concerned with the problem of counting the distinct flows on a high speed network link. Flow counting programs, which must peek at all incoming packets, must run very quickly in order to keep up with the high packet arrival rates of modern networks. Previous approaches for flow counting based on bitmap algorithms can underestimate the number of flows. We propose a new timestamp-vector algorithm that retains the fast estimation and small memory requirement of the bitmap-based algorithms, while reducing the possibility of underestimating the number of active flows.
  • Keywords
    monitoring; parameter estimation; telecommunication network management; telecommunication traffic recording; bitmap algorithms; fast estimation; high speed network link; network management; real time network flow counting; real-time network monitoring; timestamp-vector algorithm; traffic analyses; Computer science; High-speed networks; Intelligent networks; Intrusion detection; Monitoring; Performance analysis; Risk analysis; Sampling methods; Telecommunication traffic; Wires;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE
  • Print_ISBN
    0-7803-7974-8
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2003.1258959
  • Filename
    1258959