A Compositional Theory of Linearizability

IF 2.3 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of the ACM Pub Date : 2024-01-27 DOI:10.1145/3643668
Arthur Oliveira Vale, Zhong Shao, Yixuan Chen
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Abstract

Compositionality is at the core of programming languages research and has become an important goal toward scalable verification of large systems. Despite that, there is no compositional account of linearizability, the gold standard of correctness for concurrent objects.

In this paper, we develop a compositional semantics for linearizable concurrent objects. We start by showcasing a common issue, which is independent of linearizability, in the construction of compositional models of concurrent computation: interaction with the neutral element for composition can lead to emergent behaviors, a hindrance to compositionality. Category theory provides a solution for the issue in the form of the Karoubi envelope. Surprisingly, and this is the main discovery of our work, this abstract construction is deeply related to linearizability and leads to a novel formulation of it. Notably, this new formulation neither relies on atomicity nor directly upon happens-before ordering and is only possible because of compositionality, revealing that linearizability and compositionality are intrinsically related to each other.

We use this new, and compositional, understanding of linearizability to revisit much of the theory of linearizability, providing novel, simple, algebraic proofs of the locality property and of an analogue of the equivalence with observational refinement. We show our techniques can be used in practice by connecting our semantics with a simple program logic that is nonetheless sound concerning this generalized linearizability.

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线性化组合理论
可组合性是编程语言研究的核心,也是大型系统可扩展验证的重要目标。尽管如此,目前还没有关于可线性化(并发对象正确性的黄金标准)的组合解释。在本文中,我们为可线性化并发对象开发了一种组合语义。在构建并发计算的组合模型时,我们首先展示了一个与线性化无关的常见问题:与用于组合的中性元素的交互会导致突发行为,从而阻碍组合性的实现。范畴理论以卡鲁比包络的形式为这一问题提供了解决方案。令人惊奇的是,这也是我们工作的主要发现,这种抽象结构与线性化有着深刻的联系,并导致了对线性化的一种新表述。值得注意的是,这种新表述既不依赖于原子性,也不直接依赖于 "发生在先 "排序,而只是因为组成性才成为可能,这揭示了线性化和组成性之间的内在联系。我们利用这种对可线性化的新的和组成性的理解,重新审视了可线性化的大部分理论,提供了新颖、简单和代数证明,证明了局域性属性和观察细化等价性的类似物。我们将我们的语义与一个简单的程序逻辑连接起来,证明我们的技术可以用于实践,而这个简单的程序逻辑在这种广义线性化方面仍然是合理的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of the ACM
Journal of the ACM 工程技术-计算机:理论方法
CiteScore
7.50
自引率
0.00%
发文量
51
审稿时长
3 months
期刊介绍: The best indicator of the scope of the journal is provided by the areas covered by its Editorial Board. These areas change from time to time, as the field evolves. The following areas are currently covered by a member of the Editorial Board: Algorithms and Combinatorial Optimization; Algorithms and Data Structures; Algorithms, Combinatorial Optimization, and Games; Artificial Intelligence; Complexity Theory; Computational Biology; Computational Geometry; Computer Graphics and Computer Vision; Computer-Aided Verification; Cryptography and Security; Cyber-Physical, Embedded, and Real-Time Systems; Database Systems and Theory; Distributed Computing; Economics and Computation; Information Theory; Logic and Computation; Logic, Algorithms, and Complexity; Machine Learning and Computational Learning Theory; Networking; Parallel Computing and Architecture; Programming Languages; Quantum Computing; Randomized Algorithms and Probabilistic Analysis of Algorithms; Scientific Computing and High Performance Computing; Software Engineering; Web Algorithms and Data Mining
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