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Pattern-based process discovery | IEEE Conference Publication | IEEE Xplore

Abstract:

Service-oriented systems consist of services exchanging messages. The service interactions often only form at runtime, and implicitly define instances of a business proce...View more

Abstract:

Service-oriented systems consist of services exchanging messages. The service interactions often only form at runtime, and implicitly define instances of a business process. Our research addresses the problem of identifying process instances, so that process analytics and optimization techniques may be applied to service-oriented systems. We introduce a novel approach to discover process instances, which takes a catalog of messaging patterns and actual message logs as input. The pattern catalog describes abstract, common service interactions, while the message logs comprise service correlation information of the concrete system under consideration. We present the required concepts, a prototype, and an experimental evaluation of our approach. Results show that pattern-based process discovery is a feasible option to discover process instances in service-oriented systems.
Date of Conference: 17-19 December 2012
Date Added to IEEE Xplore: 07 February 2013
ISBN Information:
Print ISSN: 2163-2871
Publisher: IEEE
Conference Location: Taipei, Taiwan

References

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