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Green-CM : Energy efficient contention management for Transactional Memory

机译:Green-CM:事务存储的节能竞争管理

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摘要

Transactional memory (TM) is emerging as an attractive synchronization mechanism for concurrent computing. In this work we aim at filling a relevant gap in the TM literature, by investigating the issue of energy efficiency for one crucial building block of TM systems: contention management. Green-CM, the solution proposed in this paper, is the first contention management scheme explicitly designed to jointly optimize both performance and energy consumption. To this end Green-TM combines three key mechanisms: i) it leverages on a novel asymmetric design, which combines different backoff policies in order to take advantage of dynamic frequency and voltage scaling; ii) it introduces an energy efficient design of the back-off mechanism, which combines spin-based and sleep-based implementations; iii) it makes extensive use of selftuning mechanisms to pursue optimal efficiency across highly heterogeneous workloads. We evaluate Green-CM from both the energy and performance perspectives, and show that it can achieve enhanced efficiency by up to 2.35 times with respect to state of the art contention managers, with an average gain of more than 60% when using 64 threads.
机译:事务性内存(TM)逐渐成为一种吸引人的并发计算同步机制。在这项工作中,我们旨在通过调查TM系统的一个关键组成部分:竞争管理的能效问题,来填补TM文献中的相关空白。本文提出的解决方案Green-CM是第一个明确设计用于共同优化性能和能耗的竞争管理方案。为此,Green-TM结合了三个关键机制:i)利用新颖的非对称设计,该设计结合了不同的补偿策略,以便利用动态频率和电压缩放; ii)引入了退避机制的节能设计,该机制结合了基于自旋和基于睡眠的实现; iii)它广泛使用自我调整机制,以在高度异构的工作负载中追求最佳效率。我们从能耗和性能两个方面对Green-CM进行了评估,结果表明,与最先进的竞争管理器相比,Green-CM可以实现高达2.35倍的增强效率,使用64个线程时,平均收益超过60%。

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