• DocumentCode
    720093
  • Title

    A Kalman filtering based method for available bandwidth measurement

  • Author

    Angrisani, Leopoldo ; Miele, Gianfranco ; Schiano Lo Moriello, Rosario ; Vadursi, Michele

  • Author_Institution
    Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
  • fYear
    2015
  • fDate
    11-14 May 2015
  • Firstpage
    1215
  • Lastpage
    1220
  • Abstract
    The paper addresses the problem of available bandwidth measurement in IP networks, with special attention to situations where the available bandwidth undergoes quick variations and needs be accurately tracked. The proposed solution is based on a Kalman filtering of the interarrival times of probing packet pairs, according to a Probe Gap Model and is therefore less invasive than alternative solutions. The paper presents the general problem and the proposed method, along with some simulations and experiments on a controlled network test bed.
  • Keywords
    IP networks; Kalman filters; telecommunication traffic recording; IP network; Kalman filtering based method; available bandwidth measurement; probe gap model; probing packet pair interarrival times; Bandwidth; Estimation; Kalman filters; Mathematical model; Probes; Trajectory; Kalman filter; Measurements for networking; active network measurements; available bandwidth; network monitoring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
  • Conference_Location
    Pisa
  • Type

    conf

  • DOI
    10.1109/I2MTC.2015.7151446
  • Filename
    7151446