时间扭曲:事务内存中的轻量级中断最小化

Nuno Diegues, P. Romano
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引用次数: 26

摘要

在事务性内存(Transactional Memory, TM)中,允许的概念转化为只有在保证正确性标准的任何历史记录中不能接受事务时才终止事务。大多数tm忽略了这个属性,为了最大化实现的效率,它们在过于保守的条件下采取终止事务的方式。在本文中,我们试图通过引入时间扭曲多版本算法(TWM)来确定许可和效率之间的最佳点。TWM的关键思想是允许执行过时读取(即错过并发提交事务的写操作)的更新事务通过在过去提交来序列化,我们称之为时间扭曲提交。在其核心,TWM使用了一种新颖的轻量级验证机制,计算开销很小。TWM还保证只读事务永远不会被终止。此外,TWM保证了虚拟世界的一致性,这是一个被认为与TM特别相关的安全属性。我们通过广泛的实验研究证明了这种方法的实用性,在实验研究中,我们将TWM与其他四种tm进行了比较,并显示在高并发场景下平均性能提高了65%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time-warp: lightweight abort minimization in transactional memory
The notion of permissiveness in Transactional Memory (TM) translates to only aborting a transaction when it cannot be accepted in any history that guarantees correctness criterion. This property is neglected by most TMs, which, in order to maximize implementation's efficiency, resort to aborting transactions under overly conservative conditions. In this paper we seek to identify a sweet spot between permissiveness and efficiency by introducing the Time-Warp Multi-version algorithm (TWM). TWM is based on the key idea of allowing an update transaction that has performed stale reads (i.e., missed the writes of concurrently committed transactions) to be serialized by committing it in the past, which we call a time-warp commit. At its core, TWM uses a novel, lightweight validation mechanism with little computational overheads. TWM also guarantees that read-only transactions can never be aborted. Further, TWM guarantees Virtual World Consistency, a safety property that is deemed as particularly relevant in the context of TM. We demonstrate the practicality of this approach through an extensive experimental study, where we compare TWM with four other TMs, and show an average performance improvement of 65% in high concurrency scenarios.
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