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Detecting variability in MATLAB/Simulink models : an industry-inspired technique and its evaluation
- Source :
- SPLC (A), SPLC '17 : Proceedings of the 21st International Systems and Software Product Line Conference, SPLC 2017, 25-29 September 2017, Sevilla, Spain, A, 215-224
- Publication Year :
- 2017
-
Abstract
- Model-based languages such as MATLAB/Simulink play an essential role in the model-driven development of software systems. To comply with new requirements, it is common practice to create new variants by copying existing systems and modifying them. Commonly referred to as clone-and-own, severe problems arise in the long-run when no dedicated variability management is installed. To allow for a documented and structured reuse of systems, their variability information needs to be reverse-engineered. In this paper, we propose an advanced comparison procedure, the Matching Window Technique, and a customizable metric. Both allow us to overcome structural alterations commonly performed during clone-and-own. We analyze related MATLAB/Simulink models and determine, classify and represent their variability information in an understandable way. With our technique, we assist model engineers in maintaining and evolving existing variants. We provide three feasibility studies with real-world models from the automotive domain and show our technique to be fast and precise. Furthermore, we perform semi-structured interviews with domain experts to assess the potential applicability of our technique in practice.
- Subjects :
- Matching (statistics)
business.industry
Computer science
Maintainability
Automotive industry
020207 software engineering
Information needs
02 engineering and technology
Reuse
Software maintainability
Domain (software engineering)
020204 information systems
MATLAB/simulink
0202 electrical engineering, electronic engineering, information engineering
Systems engineering
Software system
Variability mining
business
MATLAB
Software engineering
computer
computer.programming_language
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- SPLC (A), SPLC '17 : Proceedings of the 21st International Systems and Software Product Line Conference, SPLC 2017, 25-29 September 2017, Sevilla, Spain, A, 215-224
- Accession number :
- edsair.doi.dedup.....dbb066c66fd6e61f75f35766c5aca585