基于行为类型的消息传递静态验证框架

J. Lange, Nicholas Ng, B. Toninho, N. Yoshida
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引用次数: 58

摘要

Go编程语言作为一种有效地结合了系统编程和并发性的语言,在工业中被广泛采用。Go的并发原语受进程微积分(如CCS和CSP)的启发,具有基于通道的通信和轻量级线程的特性,提供了构建并发软件的独特方法。尽管Go编程生态系统很受欢迎,但它几乎没有提供任何支持来保证消息传递并发程序的正确性。这项工作提出了一个实用的验证框架,通过开发一个健壮的静态分析,以行为类型的形式推断程序通信行为的抽象模型,这是一个强大的过程演算类型学科。我们利用我们的分析部署了一个模型和基于终止检查的推断行为类型验证,该模型和终止检查适用于Go程序的一系列安全性和活动性属性,提供了对现有方法的若干改进。我们在公开可用的真实Go代码上评估我们的框架及其实现。
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A Static Verification Framework for Message Passing in Go Using Behavioural Types
The Go programming language has been heavily adopted in industry as a language that efficiently combines systems programming with concurrency. Go's concurrency primitives, inspired by process calculi such as CCS and CSP, feature channel-based communication and lightweight threads, providing a distinct means of structuring concurrent software. Despite its popularity, the Go programming ecosystem offers little to no support for guaranteeing the correctness of message-passing concurrent programs. This work proposes a practical verification framework for message passing concurrency in Go by developing a robust static analysis that infers an abstract model of a program's communication behaviour in the form of a behavioural type, a powerful process calculi typing discipline. We make use of our analysis to deploy a model and termination checking based verification of the inferred behavioural type that is suitable for a range of safety and liveness properties of Go programs, providing several improvements over existing approaches. We evaluate our framework and its implementation on publicly available real-world Go code.
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