Design and evaluation of a parallel k-nearest neighbor algorithm on CUDA-enabled GPU

• Published in: 2010 IEEE 2nd Symposium on Web Society pp. 53 - 60
• Main Authors: Shenshen Liang, Ying Liu, Cheng Wang, Liheng Jian
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2010
• Subjects: Classification algorithms; Computational modeling; Graphics processing unit; Instruction sets; Kernel; Nearest neighbor searches; Programming

Recent developments in Graphics Processing Units (GPUs) have enabled inexpensive high performance computing for general-purpose applications. Due to GPU's tremendous computing capability, it has emerged as the co-processor of CPU to achieve a high overall throughput. CUDA programming model prov...