Davida : A Decentralization Approach to Localizing Transaction Sequences for Debugging Transactional Atomicity Violations

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Detail(s)

Original languageEnglish
Pages (from-to)808-826
Number of pages19
Journal / PublicationIEEE Transactions on Reliability
Volume72
Issue number2
Online published7 Jun 2022
Publication statusPublished - Jun 2023

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Abstract

Atomicity is a desirable property for multithreaded programs. In such programs, a transaction is an execution of an atomic code region that may contain memory accesses on an arbitrary number of shared variables. When transactions are not conflicting with one another in a trace, they greatly simplify the reasoning of the program correctness. If a transaction incurs an atomicity violation in a trace, developers have to debug the code, but this is challenging. To achieve practical runtime performances, existing dynamic techniques for detecting such atomicity violations face a challenge: They are designed for either detecting all such atomicity violations without the capability of localizing the corresponding cross-thread transaction sequences or deliberately missing some atomicity violations in the trade of localizing some of them to support their atomicity violation detection. In this article, we propose Davida, a novel technique to address this problem. Davida efficiently tracks selective transactions and cross-thread dependency sequences over transactions reachable from the currently active transactions of all the threads in a decentralized manner. We prove that Davida precisely accomplishes every atomicity violation in a trace with an actual sequence of transactions triggering the violation. The experimental results on 15 subjects showed that Davida outperformed Velodrome, the previous graph-based state-of-the-art technique, in both performance and completeness. © 2022 IEEE.

Research Area(s)

  • Atomicity violation detection, decentralized approach, dynamic analysis, localization of transaction sequences

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