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An efficient index buffer management scheme for implementing a B-tree on NAND flash memory

机译:一种用于在NAND闪存上实现B树的高效索引缓冲区管理方案

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摘要

Recently, NAND flash memory has been one of the best storage mediums for various embedded systems such as MP3 players, mobile phones and laptops because of its shock-resistant, low-power consumption, and none-volatile properties. However, since it has very distinct characteristics including erase-before-write and asymmetric read/write speed, the performance of disk based systems and applications may degrade dramatically when directly adopting them on the flash memory storage systems. Especially when a B-tree is constructed on NAND flash memory, intensive overwrite operations may be caused by record inserting, deleting, and reorganizing. These may result in severe performance degradation when building the B-tree. In this paper, we propose an efficient index buffer management scheme, called IBSF, which eliminates redundant index units in the index buffer and then delays the time that the index buffer requires to become full. Consequently, IBSF significantly reduces the number of write operations to a flash memory when constructing a B-tree. We also show that IBSF yields a better performance on a flash memory by comparing it to the related technique through various experiments.
机译:近年来,NAND闪存具有抗震性,低功耗和非易失性,因此已成为各种嵌入式系统(如MP3播放器,手机和笔记本电脑)的最佳存储介质之一。但是,由于它具有非常鲜明的特性,包括写前擦除和不对称的读/写速度,因此,当直接在闪存存储系统上采用磁盘系统和应用程序时,其性能可能会大大降低。尤其是在NAND闪存上构建B树时,可能会由于记录的插入,删除和重组而导致大量的重写操作。这些可能会导致在构建B树时严重降低性能。在本文中,我们提出了一种有效的索引缓冲区管理方案,称为IBSF,它可以消除索引缓冲区中的冗余索引单元,然后延迟索引缓冲区需要变满的时间。因此,在构造B树时,IBSF大大减少了对闪存的写操作次数。我们还通过各种实验将IBSF与相关技术进行比较,表明IBSF在闪存上具有更好的性能。

著录项

  • 来源
    《Data & Knowledge Engineering》 |2010年第9期|P.901-916|共16页
  • 作者

    Hyun-Seob Lee; Dong-Ho Lee;

  • 作者单位

    Knowledge and Data Engineering Laboratory, Department of Computer Sceience & Engineering, Hanyang University, Ansan-si, Gyeonggi-do 426-791, South Korea;

    rnKnowledge and Data Engineering Laboratory, Department of Computer Sceience & Engineering, Hanyang University, Ansan-si, Gyeonggi-do 426-791, South Korea;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    flash memory; embedded DBs; index structure; B-tree; hashing and indexing;

    机译:闪存嵌入式数据库;指标结构;B树;哈希和索引;
  • 入库时间 2022-08-18 02:18:05

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