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
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;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2013 5th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-0-7695-5011-4
DOI :
10.1109/IHMSC.2013.170
