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
Link To Document :
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