深入了解ZGC: OpenJDK中的现代垃圾收集器

IF 1.5 2区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING ACM Transactions on Programming Languages and Systems Pub Date : 2022-09-21 DOI:https://dl.acm.org/doi/10.1145/3538532
Albert Mingkun Yang, Tobias Wrigstad
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引用次数: 0

摘要

ZGC是最近添加到OpenJDK中的一种现代的、非分代的、基于区域的、主要是并发的、并行的标记-疏散收集器。它的目标是使GC暂停不会随着堆大小的增加而增长,即使堆大小很大也能提供低延迟。在OpenJDK存储库中可以很容易地访问ZGC c++源代码,但是阅读它(25 KLOC)可能非常令人生畏,而且人们可能很容易迷失在低级实现细节中,从而模糊了关键概念。为了使ZGC算法更容易接近,本文在高层次上提供了一个全面的描述,重点是总体设计和适度的实现细节。为了解释并发性方面的问题,我们提供了一个SPIN模型,该模型允许研究突变器和GC线程之间的竞争,以及它们是如何在ZGC中解决的。这样的模型不仅对学习当前设计(提供确定性和交互式体验)有用,而且对新想法和扩展的原型设计也有益。我们希望我们的详细描述和SPIN模型能够使ZGC作为未来GC研究的构建块,并且在此基础上实现的研究思想甚至可以更容易地被工业界采用,从而弥合GC研究背景下学术界和工业界之间的差距。
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Deep Dive into ZGC: A Modern Garbage Collector in OpenJDK

ZGC is a modern, non-generational, region-based, mostly concurrent, parallel, mark-evacuate collector recently added to OpenJDK. It aims at having GC pauses that do not grow as the heap size increases, offering low latency even with large heap sizes. The ZGC C++ source code is readily accessible in the OpenJDK repository, but reading it (25 KLOC) can be very intimidating, and one might easily get lost in low-level implementation details, obscuring the key concepts. To make the ZGC algorithm more approachable, this work provides a thorough description on a high-level, focusing on the overall design with moderate implementation details. To explain the concurrency aspects, we provide a SPIN model that allows studying races between mutators and GC threads, and how they are resolved in ZGC. Such a model is not only useful for learning the current design (offering a deterministic and interactive experience) but also beneficial for prototyping new ideas and extensions. Our hope is that our detailed description and the SPIN model will enable the use of ZGC as a building block for future GC research, and research ideas implemented on top of it could even be adopted in the industry more readily, bridging the gap between academia and industry in the context of GC research.

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来源期刊
ACM Transactions on Programming Languages and Systems
ACM Transactions on Programming Languages and Systems 工程技术-计算机:软件工程
CiteScore
3.10
自引率
7.70%
发文量
28
审稿时长
>12 weeks
期刊介绍: ACM Transactions on Programming Languages and Systems (TOPLAS) is the premier journal for reporting recent research advances in the areas of programming languages, and systems to assist the task of programming. Papers can be either theoretical or experimental in style, but in either case, they must contain innovative and novel content that advances the state of the art of programming languages and systems. We also invite strictly experimental papers that compare existing approaches, as well as tutorial and survey papers. The scope of TOPLAS includes, but is not limited to, the following subjects: language design for sequential and parallel programming programming language implementation programming language semantics compilers and interpreters runtime systems for program execution storage allocation and garbage collection languages and methods for writing program specifications languages and methods for secure and reliable programs testing and verification of programs
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