An analysis of LSM caching in NVRAM

L. Lersch, Ismail Oukid, Wolfgang Lehner, I. Schreter
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引用次数: 10

Abstract

The rise of NVRAM technologies promises to change the way we think about system architectures. In order to fully exploit its advantages, it is required to develop systems specially tailored for NVRAM devices. Not only this imposes great challenges, but developing full system architectures from scratch is undesirable in many scenarios due to prohibitive development costs. Instead, we analyze in this paper the behavior of an existing log-structured persistent key-value store, namely LevelDB, when run on top of an emulated NVRAM device. We investigate initial opportunities for improvement when adapting a system tailored for HDD/SSDs to run on top of an NVRAM environment. Furthermore, we analyze the behavior of the legacy DRAM caching component of LevelDB and whether more suitable caching policies are required.
NVRAM中LSM缓存的分析
NVRAM技术的兴起有望改变我们对系统架构的看法。为了充分利用其优势,需要开发专门针对NVRAM设备的系统。这不仅带来了巨大的挑战,而且由于开发成本过高,在许多情况下,从头开始开发完整的系统架构是不可取的。相反,我们在本文中分析了在模拟NVRAM设备上运行时,现有的日志结构持久键值存储(即LevelDB)的行为。当我们为HDD/ ssd量身定制的系统在NVRAM环境上运行时,我们调查了最初的改进机会。此外,我们分析了LevelDB遗留DRAM缓存组件的行为,以及是否需要更合适的缓存策略。
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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