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A Graphics Hardware Accelerated Algorithm for Nearest Neighbor Search.

Authors :
Alexandrov, Vassil N.
Albada, Geert Dick
Sloot, Peter M. A.
Dongarra, Jack
Bustos, Benjamin
Deussen, Oliver
Hiller, Stefan
Keim, Daniel
Source :
Computational Science - ICCS 2006 (9783540343851); 2006, p196-199, 4p
Publication Year :
2006

Abstract

We present a GPU algorithm for the nearest neighbor search, an important database problem. The search is completely performed using the GPU: No further post-processing using the CPU is needed. Our experimental results, using large synthetic and real-world data sets, showed that our GPU algorithm is several times faster than its CPU version. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540343851
Database :
Supplemental Index
Journal :
Computational Science - ICCS 2006 (9783540343851)
Publication Type :
Book
Accession number :
32865633
Full Text :
https://doi.org/10.1007/11758549_30