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Automated Verification of Go Programs via Bounded Model Checking

Nicolas Dilley, Julien Lange

20212021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)21 citationsDOI

Abstract

The Go programming language offers a wide range of primitives to coordinate lightweight threads, e.g., channels, waitgroups, and mutexes — all of which may cause concurrency bugs. Static checkers that guarantee the absence of bugs are essential to help programmers avoid these costly errors before their code is executed. However existing tools either miss too many bugs or cannot handle large programs. To address these limitations, we propose a static checker for Go programs which relies on performing bounded model checking of their concurrent behaviours. In contrast to previous works, our approach deals with large codebases, supports programs that have statically unknown parameters, and is extensible to additional concurrency primitives. Our work includes a detailed presentation of the extraction algorithm from Go programs to models, an algorithm to automatically check programs with statically unknown parameters, and a large scale evaluation of our approach. The latter shows that our approach outperforms the state-of-the-art.

Topics & Concepts

Computer scienceConcurrencyProgramming languageModel checkingBounded functionCode (set theory)Range (aeronautics)Static analysisTheoretical computer scienceSet (abstract data type)MathematicsMaterials scienceMathematical analysisComposite materialFormal Methods in VerificationSoftware Testing and Debugging TechniquesLogic, programming, and type systems
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