• DocumentCode
    901900
  • Title

    Performance modeling and analysis of workflow

  • Author

    Li, JianQiang ; Fan, Yushun ; Zhou, MengChu

  • Author_Institution
    Dept. of Autom., Tsinghua Univ., Beijing, China
  • Volume
    34
  • Issue
    2
  • fYear
    2004
  • fDate
    3/1/2004 12:00:00 AM
  • Firstpage
    229
  • Lastpage
    242
  • Abstract
    Workflow model analysis is performed at logic, temporal, and performance levels. This paper mainly deals with the performance level issues. Workflow net (WF-net) is extended with time information to the timing workflow net (TWF-net). To provide a formal framework for modeling and analyzing workflow, this paper proposes a multidimension workflow net (MWF-net) that include multiple TWF-nets and the organization and resource information. The algorithm to decompose a free-choice and acyclic Petri nets (PN) into a set of T-components is extended to a TWF-net containing iteration structures. Then, resource availability and workload analysis is performed. A method for computing the lower bound of average turnaround time of transaction instances processed in a MWF-net is proposed. Finally a case study is used to show that the proposed method can be effectively utilized in practice.
  • Keywords
    Petri nets; production management; stochastic systems; Petri nets; iteration structures; multidimensional workflow net; resource availability; timing workflow net; turnaround time; workflow analysis; workflow performance modeling; workload analysis; Automation; Availability; Humans; Information analysis; Logic; Multidimensional systems; Performance analysis; Petri nets; Timing; Workflow management software;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/TSMCA.2003.819490
  • Filename
    1268158