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
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
相关论文
共 50 条
  • [1] Research on the Big Data Cloud Computing Based on the Network Data Mining
    Zhang, Haiyang
    Zhang, Zhiwei
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 124 : 150 - 151
  • [2] Study and Application of Big Data Mining Based on Cloud Computing
    Shao, Jie
    [J]. PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 34 - 38
  • [3] Construction of Big Data Mining Platform Based on Cloud Computing
    Sun, Mali
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING, 2015, 17 : 375 - 378
  • [4] Study and Application of Big Data Mining Based on Cloud Computing
    Luo, Jinwei
    Li, Chunfei
    Huang, Fuping
    [J]. PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 221 - 224
  • [5] On the Use of Cloud Computing for Big Data Mining
    Talia, Domenico
    [J]. 2017 6TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO), 2017, : 39 - 40
  • [6] Application Of Cloud Computing In Biomedicine Big Data Analysis Cloud Computing In Big Data
    Yang, Tianyi
    Zhao, Yang
    [J]. 2017 INTERNATIONAL CONFERENCE ON ALGORITHMS, METHODOLOGY, MODELS AND APPLICATIONS IN EMERGING TECHNOLOGIES (ICAMMAET), 2017,
  • [7] Analysis of the Data Mining Application Based on Cloud Computing
    Li Xiaohui
    Liu Wei
    Wang Lele
    [J]. ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 2426 - 2429
  • [8] Big Social Data Mining in a Cloud Computing Fnvironment
    Jiang, Fan
    Leung, Carson K.
    Middleton, Ryan
    Pazdor, Adam G. M.
    [J]. 2018 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, BIG DATA AND BLOCKCHAIN (ICCBB 2018), 2018, : 58 - 65
  • [9] Cloud Computing for Big Data Analysis
    Marozzo, Fabrizio
    Belcastro, Loris
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (20):
  • [10] IPGOD: An Integrated Visualization Platform Based on Big Data Mining and Cloud Computing
    Chen, Wei-Yu
    Lu, Peggy Joy
    Shiau, Steven
    [J]. ICBDC 2019: PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIG DATA AND COMPUTING, 2019, : 11 - 16