DocumentCode :
3698375
Title :
Process mining in software systems: Discovering real-life business transactions and process models from distributed systems
Author :
Maikel Leemans;Wil M. P. van der Aalst
Author_Institution :
Eindhoven University of Technology, P.O. Box 513, 5600 MB, The Netherlands
fYear :
2015
Firstpage :
44
Lastpage :
53
Abstract :
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.
Keywords :
"Unified modeling language","Analytical models","Instruments","Testing","Java","Data mining","Reverse engineering"
Publisher :
ieee
Conference_Titel :
Model Driven Engineering Languages and Systems (MODELS), 2015 ACM/IEEE 18th International Conference on
Type :
conf
DOI :
10.1109/MODELS.2015.7338234
Filename :
7338234
Link To Document :
بازگشت