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
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