• DocumentCode
    580402
  • Title

    Hidden anomaly detection in telecommunication networks

  • Author

    Bouillard, Anne ; Junier, Aurore ; Ronot, Benoit

  • Author_Institution
    ENS, INRIA, Paris, France
  • fYear
    2012
  • fDate
    22-26 Oct. 2012
  • Firstpage
    82
  • Lastpage
    90
  • Abstract
    Nowadays one of the challenges of telecommunication systems management is to detect in real-time unexpected or hidden malfunctions in extremely complex environments. In this article, we present an on-line algorithm that performs a flow of messages analysis. More precisely, it is able to highlight hidden abnormal behaviors that existing network management methods would not detect. Our algorithm uses the notion of constraint curves, introduced in the Network Calculus theory, defining successive time windows that bound the flow.
  • Keywords
    IP networks; calculus; telecommunication network management; extreme complex environments; hidden anomaly detection; highlight hidden abnormal behaviors; network calculus theory; online algorithm; telecommunication networks; telecommunication system management; Algorithm design and analysis; Calculus; Prediction algorithms; Principal component analysis; Routing protocols;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network and service management (cnsm), 2012 8th international conference and 2012 workshop on systems virtualiztion management (svm)
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4673-3134-0
  • Electronic_ISBN
    978-3-901882-48-7
  • Type

    conf

  • Filename
    6379995