Interval Analysis in Industrial-Scale BMC Software Verifiers: A Case Study

June 21, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Rafael SΓ‘ Menezes, Edoardo Manino, Fedor Shmarov, Mohannad Aldughaim, Rosiane de Freitas, Lucas C. Cordeiro arXiv ID 2406.15281 Category cs.SE: Software Engineering Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
Bounded Model Checking (BMC) is a widely used software verification technique. Despite its successes, the technique has several limiting factors, from state-space explosion to lack of completeness. Over the years, interval analysis has repeatedly been proposed as a partial solution to these limitations. In this work, we evaluate whether the computational cost of interval analysis yields significant enough improvements in BMC's performance to justify its use. In more detail, we quantify the benefits of interval analysis on two benchmarks: the Intel Core Power Management firmware and 9537 programs in the ReachSafety category of the International Competition on Software Verification. Our results show that interval analysis is essential in solving 203 unique benchmarks.
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