Orginal Article |
|
|
|
|
|
Application of main memory database to spatial query of mass ZY1-02C data |
Yanzuo WANG( ), Wei ZHOU, Lei FENG |
China Aero Geophysical Survey and Remote Sensing Center for Land and Resources, Beijing 100083, China |
|
|
Abstract Fast spatial query is the foundation of the mass ZY1-02C data application. In the traditional spatial query structure using relational database, frequent disk I/Os and data swaps degrade the query performance a lot. In contrast, main memory database which is completely based on the memory can significantly improve the searching efficiency. In this study, a vector data storage and R-tree indexing structure was designed and implemented based on the Redis database, which is a main memory database of Key-Value type. This structure was used in practice and the efficiency of spatial query was improved.
|
Keywords
main memory database
spatial index
vector data
|
|
Issue Date: 08 February 2018
|
|
|
[1] |
薛涛,刁明光,李建存,等.资源环境遥感海量空间数据存储、检索和访问方法[J].国土资源遥感,2013,25(2):168-173.doi:10.6046/gtzyyg.2013.02.28.
|
[1] |
Xue T,Diao M G,Li J C,et al.Approach to storing, retrieving and accessing mass spatial data in resources and environments remote sensing[J].Remote Sensing for Land and Resources,2013,25(2):168-173.doi:10.6046/gtzyyg.2013.02.28.
|
[2] |
杨武军,张继荣,屈军锁.内存数据库技术综述[J].西安邮电学院学报,2005,10(3):95-99.
|
[2] |
Yang W J,Zhang J R,Qu J S.An overview of main-memory database technologies[J].Journal of Xi’an University of Post and Telecommunications,2005,10(3):95-99.
|
[3] |
王珊,肖艳芹,刘大为,等.内存数据库关键技术研究[J].计算机应用,2007,27(10):2353-2357.
|
[3] |
Wang S,Xiao Y Q,Liu D W,et al.Research of main memory database[J].Computer Applications,2007,27(10):2353-2357.
|
[4] |
Wikipedia.Key-value database[EB/OL].(2016-05-16)[2016-06-27].
url: https://en.wikipedia.org/wiki/Key-value_database.
|
[5] |
Redislabs.Redis[EB/OL].(2016-06-17)[2016-06-27]..
url: http://redis.io
|
[6] |
朱进,胡斌,邵华,等.基于内存数据库Redis的轻量级矢量地理数据组织[J].地理信息科学,2014,16(2):165-172.
|
[6] |
Zhu J,Hu B,Shao H,et al.Research of lightweight vector geographic data management based on main memory database Redis[J].Journal of Geo-information Science,2014,16(2):165-172.
|
[7] |
阎超德,赵学胜.GIS空间索引方法述评[J].地理与地理信息科学,2004,20(4):23-26,39.
|
[7] |
Yan C D,Zhao X S.The review of spatial indexes in GIS[J].Geography and Geo-Information Science,2004,20(4):23-26,39.
|
[8] |
史文中,郭薇,彭奕彰.一种面向地理信息系统的空间索引方法[J].测绘学报,2001,30(2):156-161.
|
[8] |
Shi W Z,Guo W,Peng Y Z.A spatial indexing method for GIS[J].Acta Geodaetica et Cartographica Sinica,2001,30(2):156-161.
|
[9] |
黄晓明,杨红雨,闫觅.基于R树的空管GIS数据模型索引的设计[J].微计算机信息,2008,24(8-3):144-146.
|
[9] |
Huang X M,Yang H Y,Yan M.The index design for ATC GIS data model based on R tree[J].Microcomputer Information,2008,24(8-3):144-146.
|
[10] |
罗琪,李军,陈荦.基于GIS平台的R树索引模型研究与实现[J].计算机工程与科学,2003,25(6):93-96.
|
[10] |
Luo Q,Li J,Chen L.Research and implementation of a R-tree index model based on the GIS platform[J].Computer Engineering and Science,2003,25(6):93-96.
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|