Process Mining In Software Systems Discovering Real-Life Business Transactions And Process Models From Distributed Systems
MODELS '15: Proceedings of the 18th International Conference on Model Driven Engineering Languages and Systems(2015)
摘要
This paper presents a novel reverse engineering technique for obtaining real-life event logs from distributed systems. This allows us to analyze the operational processes of software systems under real-life conditions, and use process mining techniques to obtain precise and formal models. Hence, the work can be positioned in-between reverse engineering and process mining.We present a formal definition, implementation and an instrumentation strategy based the joinpoint-pointcut model. Two case studies are used to evaluate our approach. These concrete examples demonstrate the feasibility and usefulness of our approach.
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关键词
Reverse Engineering,Process Mining,Event Log,Distributed Systems,Performance Analysis,Process Discovery,Joinpoint-Pointcut Model,Aspect-Oriented Programming
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