• DocumentCode
    2850258
  • Title

    Queuing analysis and performance evaluation of workflow through WFQN

  • Author

    Xia, Yunni ; Wang, Hanpin ; Huang, Yu ; Qu, Wanling

  • Author_Institution
    Peking Univ., Beijing
  • fYear
    2007
  • fDate
    6-8 June 2007
  • Firstpage
    178
  • Lastpage
    187
  • Abstract
    Performance prediction is one of the most important research topics of workflow. To investigate the performance of workflow systems in queuing condition, this paper extends traditional WF-net into WFQN (WF queuing network), by modeling tasks as FIFS (first-in-first-service) queues and the source place as the input of tokens following poisson arrival process. Analytical methods are introduced to evaluate the queue-length, wait-time and completion-duration. The case study (especially the case of airline ticket booking application) shows that WFQN can model real-world workflow-based applications effectively. Through Montecarlo simulations in the case study, we show analytical models are verified by simulative results. We also present a sensitivity analysis technique to identify performance bottle-necks of WFQN. This paper concludes with a comparison with relate work.
  • Keywords
    Monte Carlo methods; organisational aspects; queueing theory; sensitivity analysis; stochastic processes; Monte-Carlo simulations; Poisson arrival process; WF queuing network; WFQN; first-in-first-service queues; performance prediction; queuing analysis; sensitivity analysis technique; workflow systems; Analytical models; Application software; Computer science; Computer science education; Educational technology; Laboratories; Performance analysis; Queueing analysis; Sensitivity analysis; Software performance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Theoretical Aspects of Software Engineering, 2007. TASE '07. First Joint IEEE/IFIP Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-0-7695-2856-4
  • Type

    conf

  • DOI
    10.1109/TASE.2007.40
  • Filename
    4239962