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A Flash-Based Decomposition Storage Model

机译:基于闪存的分解存储模型

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摘要

The traditional HDD-based columnar storage is an important technology to improve the performance of query-intensive database. However, some features of HDD weaken the advantages of columnar storage. In this paper, we study the advantages of SSD over HDD on columnar storage and propose a new columnar storage model based on SSD, named Flash Based Decomposition Storage Model(FBDSM). FBDSM stores each attribute of a table in a column and each column has a log table to store its recently updated data, which will be merged with original data periodically. In this way, FBDSM not only provides efficient update, but also almost has no negative impact on query performance.
机译:传统的基于HDD的列式存储是提高查询密集型数据库性能的一项重要技术。但是,HDD的某些功能削弱了柱状存储的优势。在本文中,我们研究了SSD在列存储上优于HDD的优势,并提出了一种基于SSD的新列存储模型,称为基于闪存的分解存储模型(FBDSM)。 FBDSM将表的每个属性存储在一个列中,并且每个列都有一个日志表来存储其最近更新的数据,该数据将定期与原始数据合并。这样,FBDSM不仅可以提供有效的更新,而且几乎不会对查询性能产生负面影响。

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  • 来源
  • 会议地点 Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR);Busan(KR)
  • 作者单位

    School of Information, Renmin University of China, Beijing, China;

    School of Information, Renmin University of China, Beijing, China;

    School of Information, Renmin University of China, Beijing, China;

    School of Information, Renmin University of China, Beijing, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 TP311.13;TP311.13;
  • 关键词

    DSM; columnar storage; flash memory;

    机译:DSM;柱状存储;快闪记忆体;

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