Harnessing SMT-based bounded model checking through stateless explicit-state exploration

Weiqiang Kong, Leyuan Liu, Takahiro Ando, Hirokazu Yatsu, Kenji Hisazumi, Akira Fukuda

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

We propose a hybrid approach to improving the verification performance of SMT-based bounded model checking for LTL properties. In this approach, stateless explicitstate exploration is utilized to traverse, under the constraints of bounded context switches, the state space of a system design and memorize legal execution paths. These paths are classified according to certain predicates into path clusters, which are then encoded into propositional formulas representing, together with the encoded formula for an LTL property, independent BMC instances. Such BMC instances are solved with SMT solvers running on mutilcores in parallel. Once a counterexample is found for one of the instances, the entire model checking terminates. This hybrid checking procedure progresses in an incremental fashion until either a counterexample is found or the user-specified bound is reached. We have implemented this proposed hybrid approach in a tool called Garakabu2 with CVC4 as its backend solver. The experimental results show that Garakabu2 often outperforms the state-of-the-art pure BMC methods implemented in SAL infinite bounded model checker for both safety and liveness properties.

Original languageEnglish
Title of host publicationAPSEC 2013 - Proceedings of the 20th Asia-Pacific Software Engineering Conference
EditorsPornsiri Muenchaisri, Gregg Rothermel
PublisherIEEE Computer Society
Pages355-362
Number of pages8
ISBN (Electronic)9781479921430
ISBN (Print)9780769549224
DOIs
Publication statusPublished - Jan 1 2013
Event20th Asia-Pacific Software Engineering Conference, APSEC 2013 - Bangkok, Thailand
Duration: Dec 2 2013Dec 5 2013

Publication series

NameProceedings - Asia-Pacific Software Engineering Conference, APSEC
Volume1
ISSN (Print)1530-1362

Other

Other20th Asia-Pacific Software Engineering Conference, APSEC 2013
CountryThailand
CityBangkok
Period12/2/1312/5/13

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All Science Journal Classification (ASJC) codes

  • Software

Cite this

Kong, W., Liu, L., Ando, T., Yatsu, H., Hisazumi, K., & Fukuda, A. (2013). Harnessing SMT-based bounded model checking through stateless explicit-state exploration. In P. Muenchaisri, & G. Rothermel (Eds.), APSEC 2013 - Proceedings of the 20th Asia-Pacific Software Engineering Conference (pp. 355-362). [6805426] (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; Vol. 1). IEEE Computer Society. https://doi.org/10.1109/APSEC.2013.55