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
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;
Conference_Titel :
Electronics, Computer and Applications, 2014 IEEE Workshop on
Conference_Location :
Ottawa, ON
DOI :
10.1109/IWECA.2014.6845713