Big Data Mining Analysis Method based on Cloud Computing

被引:2
作者
Cai, QingQiu [1 ]
Cui, HongGang [1 ]
Tang, Hao [2 ]
机构
[1] Guangdong Univ Technol, Fac Comp, Guangzhou, Guangdong, Peoples R China
[2] GDUT, Synergy Innovat Inst, Heyuan, Peoples R China
来源
GREEN ENERGY AND SUSTAINABLE DEVELOPMENT I | 2017年 / 1864卷
关键词
Cloud Computing Technology; Big data; Data Processing;
D O I
10.1063/1.4992845
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Information explosion era, large data super-large, discrete and non-(semi) structured features have gone far beyond the traditional data management can carry the scope of the way. With the arrival of the cloud computing era, cloud computing provides a new technical way to analyze the massive data mining, which can effectively solve the problem that the traditional data mining method cannot adapt to massive data mining. This paper introduces the meaning and characteristics of cloud computing, analyzes the advantages of using cloud computing technology to realize data mining, designs the mining algorithm of association rules based on MapReduce parallel processing architecture, and carries out the experimental verification. The algorithm of parallel association rule mining based on cloud computing platform can greatly improve the execution speed of data mining.
引用
收藏
页数:4
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