DRAM的延迟隐藏能量管理机制

Mingsong Bi, Ran Duan, C. Gniady
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引用次数: 24

摘要

数据密集型应用程序的当前趋势增加了对更大物理内存的需求,导致内存子系统消耗了系统能量的很大一部分。此外,数据密集型应用程序严重依赖于占用大部分物理内存的大型缓冲缓存。随后,我们将重点关注专用于缓冲缓存的物理内存的电源管理。已经提出了几种通过将DRAM转换为低功耗状态来降低能耗的技术。但是,不同电源状态之间的转换会产生延迟,并可能影响整个系统的性能。我们利用OS内核中的I/O处理例程来隐藏由内存状态转换引起的延迟,以便在保持高内存节能的同时最小化性能下降。我们的评估表明,与现有的按需机制相比,所提出的最好的机制几乎隐藏了所有的转换延迟,而仅消耗3%的能量,而现有的按需机制可能会暴露严重的延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Delay-Hiding energy management mechanisms for DRAM
Current trends in data-intensive applications increase the demand for larger physical memory, resulting in the memory subsystem consuming a significant portion of system's energy. Furthermore, data-intensive applications heavily rely on a large buffer cache that occupies a majority of physical memory. Subsequently, we are focusing on the power management for physical memory dedicated to the buffer cache. Several techniques have been proposed to reduce energy consumption by transitioning DRAM into low-power states. However, transitions between different power states incur delays and may affect whole system performance. We take advantage of the I/O handling routines in the OS kernel to hide the delay incurred by the memory state transition so that performance degradation is minimized while maintaining high memory energy savings. Our evaluation shows that the best of the proposed mechanisms hides almost all transition latencies while only consuming 3% more energy as compared to the existing on-demand mechanism, which can expose significant delays.
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