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Simulation-Based Abstractions for Software Product-Line Model Checking

Abstract : Software Product Line (SPL) engineering is a software engineering paradigm that exploits the commonality between similar software products to reduce life cycle costs and time-to-market. Many SPLs are critical and would benefit from efficient verification through model checking. Model checking SPLs is more difficult than for single systems, since the number of different products is potentially huge. In previous work, we introduced Featured Transition Systems (FTS), a formal, compact representation of SPL behaviour, and provided efficient algorithms to verify FTS. Yet, we still face the state explosion problem, like any model checking-based verification. Model abstraction is the most relevant answer to state explosion. In this paper, we define a novel simulation relation for FTS and provide an algorithm to compute it. We extend well-known simulation preservation properties to FTS and thus lay the theoretical foundations for abstraction-based model checking of SPLs. We evaluate our approach by comparing the cost of FTS-based simulation and abstraction with respect to product-by-product methods. Our results show that FTS are a solid foundation for simulation-based model checking of SPL.
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Contributor : Uli Fahrenberg <>
Submitted on : Wednesday, November 26, 2014 - 2:39:05 PM
Last modification on : Thursday, September 10, 2020 - 10:44:15 AM
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Maxime Cordy, Andreas Classen, Gilles Perrouin, Pierre-Yves Schobbens, Patrick Heymans, et al.. Simulation-Based Abstractions for Software Product-Line Model Checking. ICSE 2012 : 34th International Conference on Software Engineering, Jun 2012, Zürich, Switzerland. pp.672 - 682, ⟨10.1109/ICSE.2012.6227150⟩. ⟨hal-01087659⟩



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