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Refinery swap: An efficient swap mechanism for hybrid DRAM-NVM systems*

机译:炼厂调换:用于混合DRAM-NVM系统的有效调换机制*

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摘要

Emerging Non-Volatile Memory (NVM) technologies have shown great promise for enabling high performance swapping mechanism in embedded systems. Most of existing swap mechanisms have limited performance for lacking the knowledge of memory accesses and cause large overhead of swap operations by entirely avoiding direct writes to NVM. This paper, we find out the feature of "write count disparity", i.e., most pages are rarely written and most writes are concentrated on a few pages. With the observations in mind, this paper rethinks and re-designs the swap mechanism to reduce the number of swap operations and writes to NVM in hybrid DRAM-NVM systems by tolerating small writes to NVM. A new swap mechanism, Refinery Swap, is proposed with a (1 + e)-competitive algorithm for swap-in operations, a multilevel priority algorithm for selecting the victim pages of swap-out operations, and a swap-based wear-leveling algorithm for NVM. Extensive experiments are conducted with standard benchmarks. Compared with Dr.Swap, the state-of-the-art swap mechanism, Refinery Swap reduces more than 90% of swap operations and writes to NVM. Refiner Swap achieves encouraging improvements over existing swap mechanisms in the aspects of performance, energy consumption, and the lifetime of NVM.
机译:新兴的非易失性内存(NVM)技术对于在嵌入式系统中启用高性能交换机制显示出巨大的希望。大多数现有的交换机制由于缺乏内存访问知识而具有有限的性能,并且通过完全避免直接写入NVM而导致交换操作的大量开销。在本文中,我们发现了“写入计数差异”的特征,即大多数页面很少被写入,而大多数写入则集中在少数页面上。考虑到这些观察结果,本文重新考虑和重新设计了交换机制,以通过允许对NVM的少量写入来减少交换操作的次数并减少混合DRAM-NVM系统中对NVM的写入。提出了一种新的交换机制,炼油厂交换,该交换机制具有(1 + e)竞争性用于交换操作的算法,用于选择交换操作的受害者页面的多级优先级算法以及基于交换的损耗均衡算法用于NVM。使用标准基准进行了广泛的实验。与最先进的交换机制Dr.Swap相比,Refinry Swap减少了90%以上的交换操作并写入NVM。在性能,能耗和NVM的生命周期方面,炼油厂交换在现有交换机制方面取得了令人鼓舞的改进。

著录项

  • 来源
    《Future generation computer systems》 |2017年第12期|52-64|共13页
  • 作者单位

    College of Computer Science, Chongqing University, Chongqing 400044, China,College of Communication Engineering, Chongqing University, Chongqing 400044, China;

    College of Computer Science, Chongqing University, Chongqing 400044, China;

    College of Computer Science, Chongqing University, Chongqing 400044, China;

    College of Computer Science, Chongqing University, Chongqing 400044, China;

    College of Computer Science, Chongqing University, Chongqing 400044, China;

    College of Computer Science, Chongqing University, Chongqing 400044, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Swap mechanism; Non-volatile memory; In-memory paging; Performance; Embedded systems;

    机译:交换机制;非易失性存储器;内存中分页;性能;嵌入式系统;

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