硬件事务性内存的可伸缩和可靠通信

Seth H. Pugsley, M. Awasthi, Niti Madan, Naveen Muralimanohar, R. Balasubramonian
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引用次数: 40

摘要

在具有延迟版本控制和延迟冲突检测的硬件事务性内存系统中,事务提交过程可能成为瓶颈。对于大规模分布式内存系统来说尤其如此,因为多个事务可能试图同时提交,并且在允许并行提交之前需要进行协调。在本文中,我们提出了新的算法来实现提交,这些算法在延迟方面更具可扩展性,并且没有死锁/活锁。我们展示了这些算法与令牌缓存一致性概念有相似之处,并利用这些相似之处扩展算法以处理消息丢失和饥饿场景。所提出的算法在最先进的基础上进行了改进,提交延迟减少了7倍,提交的网络消息减少了48倍。这意味着总体性能提高高达66%(对于平均事务长度为200个周期的合成工作负载)、35%(对于平均事务长度为1000个周期)和8%(对于平均事务长度为4000个周期)。对于一小组事务提交频繁的多线程程序,在32个节点的模拟中可以观察到高达8%的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalable and reliable communication for hardware transactional memory
In a hardware transactional memory system with lazy versioning and lazy conflict detection, the process of transaction commit can emerge as a bottleneck. This is especially true for a large-scale distributed memory system where multiple transactions may attempt to commit simultaneously and co-ordination is required before allowing commits to proceed in parallel. In this paper, we propose novel algorithms to implement commit that are more scalable in terms of delay and are free of deadlocks/livelocks. We show that these algorithms have similarities with the token cache coherence concept and leverage these similarities to extend the algorithms to handle message loss and starvation scenarios. The proposed algorithms improve upon the state-of-the-art by yielding up to a 7X reduction in commit delay and up to a 48X reduction in network messages for commit. These translate into overall performance improvements of up to 66% (for synthetic workloads with average transaction length of 200 cycles), 35% (for average transaction length of 1000 cycles), and 8% (for average transaction length of 4000 cycles). For a small group of multi-threaded programs with frequent transaction commits, improvements of up to 8% were observed for a 32-node simulation.
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