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基于HBase的瓦片索引和读取方法设计

鬲思尧 台宪青 崔光霁

计算机应用与软件2023,Vol.40Issue(12):21-28,8.
计算机应用与软件2023,Vol.40Issue(12):21-28,8.DOI:10.3969/j.issn.1000-386x.2023.12.004

基于HBase的瓦片索引和读取方法设计

DESIGN OF TILE INDEX AND QUERY METHOD DESIGN BASED ON HBASE

鬲思尧 1台宪青 2崔光霁3

作者信息

  • 1. 中国科学院空天信息创新研究院苏州研究院 江苏 苏州 215121||江苏物联网研究发展中心 江苏 无锡 214135
  • 2. 中国科学院空天信息创新研究院苏州研究院 江苏 苏州 215121
  • 3. 江苏物联网研究发展中心 江苏 无锡 214135
  • 折叠

摘要

Abstract

Geographic information tile data is so large that traditional relational databases are not sufficient to support the capacity,speed and type of tile data.In this case,HBase is selected to store tile data.On the basis of quadtree encoding as an index for data storage,a multilevel tile data index design method is proposed.The algorithm made the tile data adjacent to each other in the map as adjacent as possible in physical storage to achieve the purpose of maintaining the spatial continuity of tile data in physical storage.A neighborhood pre-reading method was proposed,which worked with index design to pre-read neighborhood tiles into the cache based on batch reading.Experiments show that this method has a higher hit ratio and faster response than traditional data index design when users continuously read the associated map data.

关键词

瓦片数据/空间索引/邻域预读取

Key words

Tile data/Spatial index/Neighborhood caching

分类

信息技术与安全科学

引用本文复制引用

鬲思尧,台宪青,崔光霁..基于HBase的瓦片索引和读取方法设计[J].计算机应用与软件,2023,40(12):21-28,8.

基金项目

中国科学院战略性先导科技专项A类(XDA19080203). (XDA19080203)

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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