AtomiS: Data-Centric Synchronization Made Practical

IF 2.2 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING Proceedings of the ACM on Programming Languages Pub Date : 2023-10-16 DOI:10.1145/3622801
Hervé Paulino, Ana Almeida Matos, Jan Cederquist, Marco Giunti, João Matos, António Ravara
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Abstract

Data-Centric Synchronization (DCS) shifts the reasoning about concurrency restrictions from control structures to data declaration. It is a high-level declarative approach that abstracts away from the actual concurrency control mechanism(s) in use. Despite its advantages, the practical use of DCS is hindered by the fact that it may require many annotations and/or multiple implementations of the same method to cope with differently qualified parameters. To overcome these limitations, in this paper we present AtomiS, a new DCS approach that requires only qualifying types of parameters and return values in interface definitions, and of fields in class definitions. The latter may also be abstracted away in type parameters, rendering class implementations virtually annotation-free. From this high level specification, a static analysis infers the atomicity constraints that are local to each method, considering valid only the method variants that are consistent with the specification, and performs code generation for all valid variants of each method. The generated code is then the target for automatic injection of concurrency control primitives that are responsible for ensuring the absence of data-races, atomicity-violations and deadlocks. We provide a Java implementation and showcase the applicability of AtomiS in real-life code. For the benchmarks analysed, AtomiS requires fewer annotations than the original number of regions requiring locks, as well as fewer annotations than Atomic Sets (a reference DCS proposal).
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AtomiS:以数据为中心的同步实现
以数据为中心的同步(DCS)将关于并发限制的推理从控制结构转移到数据声明。它是一种高级声明性方法,从正在使用的实际并发控制机制中抽象出来。尽管DCS有很多优点,但它的实际使用受到了阻碍,因为它可能需要许多注释和/或同一方法的多个实现来处理不同的限定参数。为了克服这些限制,本文提出了AtomiS,这是一种新的DCS方法,它只需要接口定义中的参数和返回值以及类定义中的字段的限定类型。后者也可以在类型参数中抽象出来,使类实现几乎没有注释。从这个高级规范中,静态分析推断出每个方法的局部原子性约束,只考虑与规范一致的方法变体,并为每个方法的所有有效变体执行代码生成。生成的代码是自动注入并发控制原语的目标,这些原语负责确保没有数据竞争、原子性冲突和死锁。我们提供了一个Java实现,并展示了AtomiS在实际代码中的适用性。对于所分析的基准测试,AtomiS所需的注释少于需要锁的原始区域数量,也少于Atomic Sets(参考DCS建议)所需的注释。
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来源期刊
Proceedings of the ACM on Programming Languages
Proceedings of the ACM on Programming Languages Engineering-Safety, Risk, Reliability and Quality
CiteScore
5.20
自引率
22.20%
发文量
192
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