细粒度并发程序的机械化验证

Ilya Sergey, Aleksandar Nanevski, A. Banerjee
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引用次数: 115

摘要

高效的并发程序和数据结构很少使用粗粒度的同步机制(即锁);相反,它们通过细粒度的原语(如比较与交换)实现自定义同步模式。由于线程之间复杂的干扰场景,对此类程序的推理具有挑战性且容易出错,并且可以从机械化中获益。在本文中,我们提出了第一个用于机械化验证细粒度并发程序的全功能正确性的完全形式化框架。我们的工具是基于最近提出的程序逻辑FCSL。它是用Coq证明助手的依赖类型语言作为嵌入式DSL实现的,并且足够强大,可以推断诸如高阶函数和本地线程生成之类的编程特性。通过结合统一的并发模型,基于状态转换系统和部分可交换模群,FCSL可以以线程本地的组合方式构建关于并发库的证明,从而促进可伸缩性和重用:库只验证一次,并且它们的规范在客户端推理中无处不在地使用。我们通过示例说明了FCSL中的证明布局,概述了其基础结构,并报告了我们使用FCSL验证许多并发算法和数据结构的经验。
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Mechanized verification of fine-grained concurrent programs
Efficient concurrent programs and data structures rarely employ coarse-grained synchronization mechanisms (i.e., locks); instead, they implement custom synchronization patterns via fine-grained primitives, such as compare-and-swap. Due to sophisticated interference scenarios between threads, reasoning about such programs is challenging and error-prone, and can benefit from mechanization. In this paper, we present the first completely formalized framework for mechanized verification of full functional correctness of fine-grained concurrent programs. Our tool is based on the recently proposed program logic FCSL. It is implemented as an embedded DSL in the dependently-typed language of the Coq proof assistant, and is powerful enough to reason about programming features such as higher-order functions and local thread spawning. By incorporating a uniform concurrency model, based on state-transition systems and partial commutative monoids, FCSL makes it possible to build proofs about concurrent libraries in a thread-local, compositional way, thus facilitating scalability and reuse: libraries are verified just once, and their specifications are used ubiquitously in client-side reasoning. We illustrate the proof layout in FCSL by example, outline its infrastructure, and report on our experience of using FCSL to verify a number of concurrent algorithms and data structures.
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