Software-managed energy-efficient hybrid DRAM/NVM main memory

Ahmad Hassan, H. Vandierendonck, Dimitrios S. Nikolopoulos
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引用次数: 37

Abstract

This paper evaluates the viability of user-level software management of a hybrid DRAM/NVM main memory system. We propose an operating system (OS) and programming interface to place data from within the user application. We present a profiling tool to help programmers decide on the placement of application data in hybrid memory systems. Cycle-accurate simulation of modified applications confirms that our approach is more energy-efficient than state-of-the-art hardware or OS approaches at equivalent performance. Moreover, our results are validated on several candidate NVM technologies and a wide set of 14 benchmarks. The key observation behind this work is that, for the workloads we evaluated, application objects are too short-lived to motivate migration. Utilizing this property significantly reduces the hardware complexity of hybrid memory systems.
软件管理的高能效混合DRAM/NVM主存储器
本文评估了混合DRAM/NVM主存系统的用户级软件管理的可行性。我们提出了一个操作系统(OS)和编程接口来放置用户应用程序中的数据。我们提供了一个分析工具来帮助程序员决定应用程序数据在混合内存系统中的位置。对修改后的应用程序的周期精确模拟证实,在同等性能下,我们的方法比最先进的硬件或操作系统方法更节能。此外,我们的结果在几种候选NVM技术和14个基准测试上得到了验证。这项工作背后的关键观察是,对于我们评估的工作负载,应用程序对象的寿命太短,无法激发迁移。利用这一特性大大降低了混合存储系统的硬件复杂性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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