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结合分段位图和 B+树的云数据索引机制研究

贺智明 张慧云 毛伊敏

计算机应用研究2016,Vol.33Issue(12):3735-3738,4.
计算机应用研究2016,Vol.33Issue(12):3735-3738,4.DOI:10.3969/j.issn.1001-3695.2016.12.048

结合分段位图和 B+树的云数据索引机制研究

Research on cloud data indexing mechanism based on segmented bitmap and B +tree

贺智明 1张慧云 1毛伊敏1

作者信息

  • 1. 江西理工大学 信息工程学院,江西 赣州341000
  • 折叠

摘要

Abstract

In order to solve the large storage space of indexing data in bitmap index and low efficiency during retrieving,this paper developed a cloud data index mechanism combined segmented bitmap and B+tree(BBI).BBI divided data into several segments based on a certain number when the index was created,bitmap index by segment.It changed the decision factor of the index data quantity from the range of attribute values to the product of the segments and certain number,which greatly re-duced the storage space of the index data.Furthermore,it built the B+tree on each data node,the unnecessary computing ex-penses on local nodes could be avoided according to the global distribution information.Therefore,retrieving efficiency could be greatly improved.The experimental results show that the BBI index is a better data index in cloud data index mechanism.

关键词

云数据索引/分段位图索引/B+树/并行执行/索引排序

Key words

cloud data index/segmented bitmap index/B+tree/concurrent execution/index sort

分类

信息技术与安全科学

引用本文复制引用

贺智明,张慧云,毛伊敏..结合分段位图和 B+树的云数据索引机制研究[J].计算机应用研究,2016,33(12):3735-3738,4.

基金项目

国家自然科学基金资助项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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