A Conflict-Resilient Lock-Free Linearizable Calendar Queue

Pub Date : 2023-12-06 DOI:10.1145/3635163
Romolo Marotta, Mauro Ianni, Alessandro Pellegrini, F. Quaglia
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Abstract

In the last two decades, great attention has been devoted to the design of non-blocking and linearizable data structures, which enable exploiting the scaled-up degree of parallelism in off-the-shelf shared-memory multi-core machines. In this context, priority queues are highly challenging. Indeed, concurrent attempts to extract the highest-priority item are prone to create detrimental thread conflicts that lead to abort/retry of the operations. In this article, we present the first priority queue that jointly provides: i) lock-freedom and linearizability; ii) conflict resiliency against concurrent extractions; iii) adaptiveness to different contention profiles; and iv) amortized constant-time access for both insertions and extractions. Beyond presenting our solution, we also provide proof of its correctness based on an assertional approach. Also, we present an experimental study on a 64-CPU machine, showing that our proposal provides performance improvements over state-of-the-art non-blocking priority queues.
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具有冲突恢复能力的无锁线性日历队列
在过去的二十年中,人们非常关注非阻塞和线性数据结构的设计,这使得在现成的共享内存多核机器中利用扩展的并行度成为可能。在这种情况下,优先级队列非常具有挑战性。实际上,并发尝试提取最高优先级的项很容易产生有害的线程冲突,从而导致操作的中止/重试。在本文中,我们提出了第一优先队列,它共同提供:i)锁自由和线性化;Ii)针对并发提取的冲突弹性;Iii)适应不同的争用情况;iv)插入和提取的平摊常数时间访问。除了展示我们的解决方案之外,我们还提供了基于断言方法的其正确性的证明。此外,我们在64 cpu机器上进行了一项实验研究,表明我们的建议比最先进的非阻塞优先级队列提供了性能改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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