Data structure primitives on persistent memory: an evaluation

Philipp Götze, Arun Kumar Tharanatha, K. Sattler
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引用次数: 16

Abstract

Persistent Memory (PM) represents a very promising, next-generation memory solution with a significant impact on database architectures. Several data structures for this new technology have already been proposed. However, primarily only complete structures are presented and evaluated. Thus, the implications of the individual ideas and PM features are concealed. Therefore, in this paper, we disassemble the structures presented so far, identify their underlying design primitives, and assign them to appropriate design goals. As a result of our comprehensive experiments on real PM hardware, we can reveal the trade-offs of the primitives for various access patterns and pinpoint their best use cases.
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持久内存上的数据结构原语:一个评估
持久内存(Persistent Memory, PM)是一种非常有前途的下一代内存解决方案,对数据库体系结构有重大影响。已经为这种新技术提出了几种数据结构。然而,主要只是完整的结构被提出和评估。因此,隐藏了个人思想和项目管理特征的含义。因此,在本文中,我们拆解到目前为止提出的结构,确定它们的底层设计原语,并将它们分配给适当的设计目标。由于我们在实际的PM硬件上进行了全面的实验,我们可以揭示各种访问模式的原语的权衡,并确定它们的最佳用例。
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