DocumentCode
1835018
Title
Research of Data Mining in Cloud Environment
Author
Hongbo Yu ; Yihua Lan ; Xingang Zhang ; Zhidu Liu ; Chao Yin ; Changlin Long
Author_Institution
Sch. of Comput. Eng., Huaihai Inst. of Technol., Lianyungang, China
Volume
2
fYear
2013
fDate
26-27 Aug. 2013
Firstpage
97
Lastpage
100
Abstract
This article first introduce the Core Architecture and operational mechanism of cloud computing and HADOOP platform, then put forward the technical architecture of data mining platform Based on HADOOP. After a thorough understanding to the Map Reduce programming pattern, HSPRINT algorithm is realized in the decision tree. At last the effectiveness of the algorithm is verified through experiments.
Keywords
cloud computing; data mining; decision trees; HADOOP platform; HSPRINT algorithm; MapReduce programming pattern; cloud computing core architecture; cloud computing operational mechanism; cloud environment; data mining; decision tree; Business; Cloud computing; Clustering algorithms; Computational modeling; Computers; Data mining; File systems; HSprint Algorithm; Hadoop; cloud computing; data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2013 5th International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-0-7695-5011-4
Type
conf
DOI
10.1109/IHMSC.2013.170
Filename
6642698
Link To Document