Pattern-based Process Discovery
Published: 2012 Dezember
Buchtitel: Proceedings of the IEEE International Conference on Service Oriented Computing & Applications (SOCA)
Seiten: in press
Service-oriented systems consist of services exchang- ing 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 mes- sage 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.
VG Wort-Seiten: 8