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A Novel Migration Technique to Balance Thermal Distribution for Future Heterogeneous 3D Chip Multiprocessors

机译:平衡未来异构3D芯片多处理器热分布的新迁移技术

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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.
机译:芯片多处理器(CMP)架构的行业趋势是从2D CMP过渡到3D CMP架构,该架构可获得更高的性能,更高的可靠性,减少的缓存访问延迟以及增加的缓存带宽。此外,3D CMP架构最近已引起广泛关注,以解决单核处理器中不断增加的功耗。但是,设计3D CMP的一个关键挑战是散热问题,这是使吞吐量最大化的结果。热点导致3D CMP的性能下降和可靠性降低。在本文中,提出了一种运行时任务迁移方法,以平衡温度并减少3D CMP中的热点数量,而不会降低性能。所提出的方法分为两种算法,旨在在满足峰值温度约束的同时最大化3D CMP的吞吐量。在PARSEC基准测试中的实验结果表明,所提出的体系结构可使整体芯片能量降低多达60%,而在所有使用的工作负载上,平均性能仅降低17%。最佳的节能效果是72%,而性能下降可忽略不计。

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