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Salt Lake City, Utah, USA
July 9, 2007 to July 13, 2007
ISBN: 0-7695-2924-0
pp: 70-77
Seiichi Koizumi , NEC Corporation
Kazuya Koyama , NEC Corporation
ABSTRACT
<p>To adapt systems in response to new business requirements with SLA, business process performance simulation will play a key role. This paper proposes a performance model for business process that comprises control flow structure (such as loop) and parallel message execution under shared resources. A network queuing model is inappropriate to model dynamic workload in the business process execution since messages are processed in parallel consuming shared resources. In our previous work, we have proposed a statistical service model to estimate execution time based on workload overlap analysis.</p> <p>In this paper, we extend this approach to model a business process with control flow. We integrate a Timed Petri Net model and our statistical models for services and process engines. We have implemented a prototype system for supply chain scenario. Experiments with this prototype show high accuracy of performance simulation.</p>
CITATION
Seiichi Koizumi, Kazuya Koyama, "Workload-aware Business Process Simulation with Statistical Service Analysis and Timed Petri Net", ICWS, 2007, 2013 IEEE 20th International Conference on Web Services, 2013 IEEE 20th International Conference on Web Services 2007, pp. 70-77, doi:10.1109/ICWS.2007.195
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