DocumentCode
167669
Title
Research and implementation of the data mining algorithm based on cloud platform
Author
Yin XiaoHong ; Diao ZhiJian
Author_Institution
Nanchang Inst. of Sci. & Technol., Nanchang, China
fYear
2014
fDate
8-9 May 2014
Firstpage
685
Lastpage
687
Abstract
With the development of information society, data is in exponential growth. How to mining useful information from huge amounts of data become a big problem companies facing. Data mining algorithm deal with data and mine useful information, which is advantageous to the company development, but current mining algorithm need take a long time to process huge amounts of data or even unable to process huge amounts of data. Combine traditional algorithm migration with the cloud platform for parallel improvement can effectively solve the problem. In this paper, we study the Hadoop platform technology and common data mining algorithm.
Keywords
cloud computing; data mining; distributed processing; Hadoop platform technology; cloud platform; data mining algorithm; information mining; information society; mining algorithm; Logistics; Reliability; Cloud Computing; Data mining; Hadoop; Map-reduce;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Computer and Applications, 2014 IEEE Workshop on
Conference_Location
Ottawa, ON
Type
conf
DOI
10.1109/IWECA.2014.6845713
Filename
6845713
Link To Document