Title :
Spatial Data Grid Framework Based on Super-Peer Network Model
Author :
Meng, Lingkui ; Xie, Wenjun ; Huang, Changqing
Author_Institution :
Sch. of Remote Sensing & Inf. Eng., Wuhan Univ., Wuhan
Abstract :
Spatial data is generally managed by multiple organizations, and there are significant heterogeneities in these spatial data management nodes within each organization. In order to share spatial data over multiple organizations efficiently, we propose a comprehensive framework of federated spatial data grid based on super-peer network model. Concerning the high overlap of the bounding boxes in the directory of indexing information about spatial data, a spatial indexing method which extends X-tree for the framework is proposed. We introduce a dynamic maintenance mechanism to achieve excellent load balance, and an algorithm for spatial range queries is presented. Both the results of theoretic analysis and experiments show that the management of spatial data in the framework is efficient.
Keywords :
database indexing; distributed databases; grid computing; peer-to-peer computing; resource allocation; spatial data structures; tree data structures; visual databases; X-tree; dynamic maintenance mechanism; load balance; spatial data grid framework; spatial data management; spatial indexing method; spatial range queries; super-peer network model; Communication system control; Computer network management; Computer networks; Engineering management; Environmental management; Grid computing; Indexing; Information science; Peer to peer computing; Resource management; heterogeneity; scalability; spatial data grid; super-peer model;
Conference_Titel :
Computing, Communication, Control, and Management, 2008. CCCM '08. ISECS International Colloquium on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3290-5
DOI :
10.1109/CCCM.2008.252