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A database accelerator for energy-efficient query processing and optimization

机译:数据库加速器,用于高效节能的查询处理和优化

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摘要

Data processing on a continuously growing amount of information and the increasing power restrictions have become an ubiquitous challenge in our world today. Besides parallel computing, a promising approach to improve the energy efficiency of current systems is to integrate specialized hardware. This paper presents a Tensilica RISC processor extended with an instruction set to accelerate basic database operators frequently used in modern database systems. The core was taped out in a 28 nm SLP CMOS technology and allows energy-efficient query processing as well as query optimization by applying selectivity estimation techniques. Our chip measurements show an 1000x energy improvement on selected database operators compared to state-of-the-art systems.
机译:在当今不断增长的信息量和不断增加的功率限制下进行数据处理已成为当今世界的普遍挑战。除了并行计算之外,提高当前系统能效的一种有前途的方法是集成专用硬件。本文介绍了Tensilica RISC处理器,该处理器扩展了指令集,以加速现代数据库系统中常用的基本数据库运算符。该内核采用28 nm SLP CMOS技术制成胶带,可通过应用选择性估计技术实现节能查询处理以及查询优化。我们的芯片测量结果表明,与最新系统相比,所选数据库操作员的能源消耗提高了1000倍。

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  • 来源
  • 会议地点 Copenhagen(DK)
  • 作者单位

    Vodafone Chair Mobile Communications Systems, Dresden University of Technology, Germany;

    Vodafone Chair Mobile Communications Systems, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Database Systems Group, Dresden University of Technology, Germany;

    Database Systems Group, Dresden University of Technology, Germany;

    Vodafone Chair Mobile Communications Systems, Dresden University of Technology, Germany;

    Vodafone Chair Mobile Communications Systems, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    RacyICs GmbH Dresden, Germany, Center for Advancing Electronics Dresden (cfaed);

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Chair for Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Dresden University of Technology, Germany;

    Database Systems Group, Dresden University of Technology, Germany;

    Vodafone Chair Mobile Communications Systems, Dresden University of Technology, Germany;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Power demand; Query processing; Reduced instruction set computing; Clocks; Hardware;

    机译:功率需求;查询处理;精简指令集计算;时钟;硬件;

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