Title :
MAPLE: A Mobile Scalable P2P Nearest Neighbor Query System for Location-based Services
Author :
Ku, Wei-Shinn ; Zimmermann, Roger ; Wan, Chi-Ngai ; Wang, Haojun
Author_Institution :
University of Southern California
Abstract :
In this demonstration we present MAPLE, a scalable peer-to-peer nearest neighbor (NN) query system for mobile environments. MAPLE is designed for the efficient sharing of query results cached in the local storage of mobile peers. The MAPLE system is innovative in its ability to either fully or partially compute location-dependent nearest neighbor objects on each host. The demonstration illustrates how cooperative data sharing and distributed processing among mobile peers results in a considerable reduction of the load on remote spatial databases.
Keywords :
Cache storage; Frequency; Nearest neighbor searches; Neural networks; Peer to peer computing; Scalability; Spatial databases; Tin; Visual databases; Visualization;
Conference_Titel :
Data Engineering, 2006. ICDE '06. Proceedings of the 22nd International Conference on
Print_ISBN :
0-7695-2570-9
DOI :
10.1109/ICDE.2006.89