Bit-Vector Typestate Analysis

IF 1.4 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Alen Arslanagić, Pavle Subotić, Jorge A. Pérez
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引用次数: 0

Abstract

Static analyses based on typestates are important in certifying correctness of code contracts. Such analyses rely on Deterministic Finite Automata (DFAs) to specify properties of an object. We target the analysis of contracts in low-latency environments, where many useful contracts are impractical to codify as DFAs and/or the size of their associated DFAs leads to sub-par performance. To address this bottleneck, we present a lightweight compositional typestate analyzer, based on an expressive specification language that can succinctly specify code contracts. By implementing it in the static analyzer Infer, we demonstrate considerable performance and usability benefits when compared to existing techniques. A central insight is to rely on a sub-class of DFAs whose analysis uses efficient bit-vector operations.

位矢量类型状态分析
基于类型状态的静态分析对于验证代码契约的正确性非常重要。这种分析依赖于确定性有限自动机(dfa)来指定对象的属性。我们的目标是在低延迟环境中分析合约,在这种环境中,许多有用的合约无法被编码为dfa,并且/或者它们相关的dfa的大小导致性能低于标准。为了解决这个瓶颈,我们提出了一个轻量级的组合类型状态分析器,它基于一种表达性规范语言,可以简洁地指定代码契约。通过在静态分析器Infer中实现它,与现有技术相比,我们展示了相当大的性能和可用性优势。一个核心的见解是依赖于dfa的子类,其分析使用有效的位向量操作。
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来源期刊
Formal Aspects of Computing
Formal Aspects of Computing 工程技术-计算机:软件工程
CiteScore
3.30
自引率
0.00%
发文量
17
审稿时长
>12 weeks
期刊介绍: This journal aims to publish contributions at the junction of theory and practice. The objective is to disseminate applicable research. Thus new theoretical contributions are welcome where they are motivated by potential application; applications of existing formalisms are of interest if they show something novel about the approach or application. In particular, the scope of Formal Aspects of Computing includes: well-founded notations for the description of systems; verifiable design methods; elucidation of fundamental computational concepts; approaches to fault-tolerant design; theorem-proving support; state-exploration tools; formal underpinning of widely used notations and methods; formal approaches to requirements analysis.
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