基于批处理的无锁队列

Pub Date : 2022-03-24 DOI:10.1145/3512757
Gal Milman-Sela, Alex Kogan, Yossi Lev, Victor Luchangco, E. Petrank
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引用次数: 1

摘要

并发数据结构为并发编程提供了基本的构建块。标准并发数据结构可以通过允许一系列操作作为批提交以供以后执行来扩展。这样的操作序列可以比一次一个操作的标准执行更有效地执行。在本文中,我们为流行的FIFO队列数据结构开发了一种新的算法扩展,利用了这种批处理场景。与以前的队列实现相比,在多核上用C++实现的性能显著提高了一个数量级以上(取决于批处理长度和线程数量)。
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BQ: A Lock-Free Queue with Batching
Concurrent data structures provide fundamental building blocks for concurrent programming. Standard concurrent data structures may be extended by allowing a sequence of operations to be submitted as a batch for later execution. A sequence of such operations can then be executed more efficiently than the standard execution of one operation at a time. In this article, we develop a novel algorithmic extension to the prevalent FIFO queue data structure that exploits such batching scenarios. An implementation in C++ on a multicore demonstrates significant performance improvement of more than an order of magnitude (depending on the batch lengths and the number of threads) compared to previous queue implementations.
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