基于pcm的嵌入式数据库系统的多版本索引方案

Yuan-Hung Kuan, Yuan-Hao Chang, Po-Chun Huang, K. Lam
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引用次数: 8

摘要

嵌入式数据库系统广泛应用于各种控制和运动系统,例如网络物理系统(CPSes)。为了支持访问历史数据的功能,采用多版本索引来维护数据项及其索引信息的多个版本。然而,cpse通常是电池供电的嵌入式系统,具有有限的能量、计算能力和存储空间。在这项工作中,我们考虑相变存储器(PCM)作为其存储系统,因为它的非易失性和低能耗。为了解决存储空间有限和现有多版本索引设计缺乏空间效率的问题,我们提出了一种空间高效的多版本索引方案,利用PCM的字节可寻址性和写不对称性来提高嵌入式多版本数据库系统在PCM上的空间利用率和访问性能。通过一系列的实验来评价该方案的有效性。结果表明,该方案具有很高的空间利用率,并且在服务更新事务和范围查询方面具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Space-efficient multiversion index scheme for PCM-based embedded database systems
Embedded database systems are widely adopted in various control and motoring systems, e.g., cyber-physical systems (CPSes). To support the functionality to access the historical data, a multiversion index is adopted to maintain multiple versions of data items and their index information. However, CPSes are usually battery-powered embedded systems that have limited energy, computing power, and storage space. In this work, we consider the systems with phase-change memory (PCM) as their storage due to its non-volatility and low energy consumption. In order to resolve the problem of the limited storage space and the fact that existing multiversion index designs are lack of space efficiency, we propose a space-efficient multiversion index scheme to enhance the space utilization and access performance of embedded multiversion database systems on PCM by utilizing the byte-addressability and write asymmetry of PCM. A series of experiments was conducted to evaluate the efficacy of the proposed scheme. The results show that the proposed scheme achieves very high space utilization and has good performance on serving update transactions and range queries.
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