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基于Hadoop的分布式空间索引设计与实现

esign and Implementation of Distributed Spatial Index Based on Hadoop

中文摘要英文摘要

随着测绘技术不断的发基于Hadoop的分布式空间索引设计与实现基于Hadoop的分布式空间索引设计与实现展,地理信息系统所拥有的地理数据飞速增长,而相应的空间数据存储与处理仍然较多使用传统的方法,已不能支持海量空间数据,空间索引是处理海量空间数据的关键问题。本文在分布式文件系统的基础上,提出并实现了一种分布式空间索引结构,本文提出的索引采用分层分布式索引结构,由全局索引、局部索引、数据分片三层构成。通过搭建Hadoop平台进行实验,实验表明,文中设计的分布式空间索引对海量空间数据的高效访问。?????

With the continuous development of mapping technology, geographic information system has the rapid growth of geographic data, and the corresponding spatial data storage and processing is still more use of traditional methods, can \'t support the massive spatial data, spatial index is to deal with massive spatial data The key issue. Based on the distributed file system, this paper proposes and implements a distributed spatial index structure. The index proposed in this paper adopts hierarchical distributed index structure, which consists of global index, local index and data fragmentation. Experiments show that the distributed spatial index designed in this paper can efficiently access the massive spatial data.?????

白鹏伟、杨杨

工程设计、工程测绘计算技术、计算机技术遥感技术

空间索引空间数据分布式文件系统Hadoop?????

spatial indexspatial datadistributed file systemHadoop?????

白鹏伟,杨杨.基于Hadoop的分布式空间索引设计与实现[EB/OL].(2017-11-21)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201711-128.点此复制

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