一种新的迁移技术来平衡未来异构三维芯片多处理器的热分布

S. Aljeddani, F. Mohammadi
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引用次数: 4

摘要

芯片多处理器(Chip Multiprocessors, cmp)架构的行业趋势是由2D cmp架构向3D cmp架构发展,从而获得更高的性能、更高的可靠性、更低的缓存访问延迟和更大的缓存带宽。此外,3D CMP架构最近获得了极大的关注,以解决单核处理器中不断增加的功耗。然而,设计3D CMP的一个关键挑战是由于最大限度地提高吞吐量而导致的热问题。热热点会导致3D CMP的性能下降和可靠性降低。本文提出了一种运行时任务迁移方法,在不降低性能的前提下平衡3D CMP中的温度和减少热点数量。该方法分为两种算法,目的是在满足峰值温度约束的情况下最大化3D CMP的吞吐量。PARSEC基准测试的实验结果表明,在所有使用的工作负载中,所提出的架构的总体芯片能量减少了60%,而性能平均下降了17%。最好的节能效果是72%,性能下降可以忽略不计。
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A Novel Migration Technique to Balance Thermal Distribution for Future Heterogeneous 3D Chip Multiprocessors
The industry trend of Chip Multiprocessors (CMPs) architecture is to move from 2D CMPs to 3D CMPs architecture which obtains higher performance, more reliability, reduced cache access latency, and increased cache bandwidth. Moreover, 3D CMP architectures have recently gained significant attention to tackle the increasing power consumption in single core processors. However, one key challenge in designing the 3D CMP is the thermal issue as a result of maximizing the throughput. The thermal hotspot causes performance degradation and reliability reduction in the 3D CMP. In this paper, a run-time task migration approach is proposed to balance the temperature and reduce the number of hotspots in the 3D CMP without any performance degradation. The proposed approach is divided into two algorithms that aim at maximizing the throughput on the 3D CMP while satisfying the peak temperature constraint. Experimental results on the PARSEC benchmarks show that the proposed architecture yields up to 60 % reduction in overall chip energy with just 17 % performance degradation on average over all the used workloads. The best energy saving was 72 % with a negligible performance degradation.
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