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
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