• DocumentCode
    1416934
  • Title

    Simulation of rare events in communications networks

  • Author

    Townsend, J. Keith ; Haraszti, Zsolt ; Freebersyser, James A. ; Devetsikiotis, Michael

  • Author_Institution
    North Carolina State Univ., Raleigh, NC, USA
  • Volume
    36
  • Issue
    8
  • fYear
    1998
  • fDate
    8/1/1998 12:00:00 AM
  • Firstpage
    36
  • Lastpage
    41
  • Abstract
    Computer simulation is an important tool in the analysis and design of communications networks. In spite of the advances in computational power, using simulation to obtain rare event probabilities such as cell/packet loss or delay in networks still requires prohibitively long execution times. We provide an overview of importance sampling techniques and how they can be used to provide orders of magnitude speedup for many network problems
  • Keywords
    asynchronous transfer mode; delays; digital simulation; packet switching; probability; telecommunication computing; telecommunication networks; ATM network; cell/packet loss; communications networks; computer simulation; delay; importance sampling techniques; network analysis; network design; rare event probabilities; rare events simulation; Asynchronous transfer mode; Communication networks; Computational modeling; Computer networks; Computer simulation; Discrete event simulation; Intelligent networks; Monte Carlo methods; Performance analysis; Probability;
  • fLanguage
    English
  • Journal_Title
    Communications Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0163-6804
  • Type

    jour

  • DOI
    10.1109/35.707815
  • Filename
    707815