Implementation of Association Rule Mining using CUDA

被引：16
|
作者：
Adil, Syed Hasan [1 ]
Qamar, Sadaf [2 ]
机构：
[1] IQRA Univ, Dept Comp Sci, Karachi, Pakistan
[2] Natl Univ Comp & Emerging Sci, Comp Sci Dept, Karachi, Pakistan
来源：
ICET: 2009 INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES, PROCEEDINGS | 2009年
关键词：
Data Mining; CUDA; GPU; CPU; Performance; Parallel processing;
D O I：
10.1109/ICET.2009.5353149
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The purpose of this paper is to implement association rule mining algorithm using Nvidia CUDA framework for general purpose computing on GPU. The major objective is to perform performance comparison of association rule mining algorithm using C based implementation on Intel Quad Core/Core2 Duo CPU with CUDA based implementation on Nvidia G80 and GTX 200 series CPU. The final outcome of this research is the bitmap based association rule mining algorithm and its performance statistics on CPU and GPU.
引用
收藏
页码：332 / +
页数：2
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