DocumentCode
3691038
Title
Research on vector spatial data access based on Main memory database
Author
Xiao Yao;Qiang Qiu;Mengfei Zhang;Cuiting Chen;Jinyun Fang
Author_Institution
Institute of Computing Technology, Chinese Academy of Sciences
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
4704
Lastpage
4707
Abstract
This paper concentrates on reducing the cost of I/O and improving algorithm efficiency by designing and realizing a spatial data access system based on main memory database (MMDB). We use Redis to manage vector spatial data in main memory which is faster than hard disk or disk-based database in respect of data access. We design a management strategy of spatial data, internal and external data exchange strategy and data backup mechanism. Based on MMDB, we design the model of vector spatial data to describe its form, organization and access methods. The experimental results show that our data access strategy can cut down the time of I/O and improve the algorithm efficiency effectively.
Keywords
"Spatial databases","Algorithm design and analysis","Memory management","Hard disks","Engines","Heuristic algorithms"
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
ISSN
2153-6996
Electronic_ISBN
2153-7003
Type
conf
DOI
10.1109/IGARSS.2015.7326879
Filename
7326879
Link To Document