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P2 Stratified Commutativity in Verification Algorithms for Concurrent Programs

并发程序验证算法中的分层交换性
POPL 7(POPL)2023匹配度 3/10 · 该论文研究并发程序验证中的交换性关系与抽象精化证明规则,属于经典静态分析/形式化验证的理论工作,与用户画像中「LLM/Agent 改进静态分析与形式化验证」这一交叉方向只存在间接的方法论层面关联。论文完全不涉及 LLM/Agent、浮点程序分析或贝叶斯程序分析,也未针对 ML 系统或 Agentic 程序,因此不落在核心研究方向上。引用 11 inbox
Azadeh Farzan, Dominik Klumpp, Andreas Podelski
crossref: 2026-09-10

AI 速览

一句话:将交换性关系作为并发程序验证中的一等对象,提出抽象交换性框架与分层组合证明规则。

本文研究并发程序验证算法中的交换性关系,并将其视为一等对象。作者提出抽象交换性关系的一般框架,给出可靠性条件,并设计从已有证明自动推导可靠抽象交换性关系的方法;该方法可嵌入基于抽象精化的验证算法,在每轮迭代中计算新的交换性关系。第二项贡献是组合多个能力不可比较的交换性关系的通用证明规则,通过分层方式保持可靠性并充分利用各关系能力;作者还给出实现该规则的最优组合算法。实验评估了抽象交换性与分层组合对并发程序验证算法的影响。

问题
并发程序验证中交换性关系虽能简化证明并提升时空效率,但缺乏将其作为一等对象进行抽象、推导与组合的通用框架。
方法
提出抽象交换性关系框架与可靠性条件,从证明自动推导抽象交换性,并定义分层组合多个交换性关系的证明规则及最优组合算法,可嵌入抽象精化验证循环。
评估
通过实证评估考察抽象交换性及交换性关系分层组合对并发程序验证算法的影响。
原文摘要(Abstract)

The importance of exploitingcommutativity relationsin verification algorithms for concurrent programs is well-known. They can help simplify the proof and improve the time and space efficiency. This paper studies commutativity relations as a first-class object in the setting of verification algorithms for concurrent programs. A first contribution is a general framework forabstract commutativity relations. We introduce a general soundness condition for commutativity relations, and present a method to automatically derive sound abstract commutativity relations from a given proof. The method can be used in a verification algorithm based on abstraction refinement to compute a new commutativity relation in each iteration of the abstraction refinement loop. A second result is a general proof rule that allows one to combine multiple commutativity relations, with incomparable power, in astratifiedway that preserves soundness and allows one to profit from the full power of the combined relations. We present an algorithm for the stratified proof rule that performs an optimal combination (in a sense made formal), enabling usage of stratified commutativity in algorithmic verification. We empirically evaluate the impact of abstract commutativity and stratified combination of commutativity relations on verification algorithms for concurrent programs.

链接与引用

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BibTeX
@article{paperbot2120,
  title = {Stratified Commutativity in Verification Algorithms for Concurrent Programs},
  author = {Azadeh Farzan and Dominik Klumpp and Andreas Podelski},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {7},
  number = {POPL},
  year = {2023},
  doi = {10.1145/3571242}
}