DocumentCode
2579627
Title
DataCloud: An Efficient Massive Data Mining and Analysis Framework on Large Clusters
Author
Zhang, Guigang ; Li, Chao ; Zhang, Yong ; Xing, Chunxiao
Author_Institution
Tsinghua Nat. Lab. for Inf. Sci. & Technol., Tsinghua Univ., Beijing, China
fYear
2012
fDate
16-18 Nov. 2012
Firstpage
198
Lastpage
203
Abstract
With the development of cloud computing technologies, big data processing is becoming more and more important. How to mine and analyze massive data is facing a very big challenge. In this paper, we proposed an efficient massive data mining and analysis framework Data Cloud on large clusters. The most important part of Data Cloud is the Rabbit. It is a kind of massive data mining and analysis processing plan framework on the large clusters like the Pig and Hive. We make a detail analysis about the Rabbit plan.
Keywords
cloud computing; data mining; DataCloud; Rabbit plan; analysis processing plan framework; data cloud computing technology; data processing; massive data mining; Companies; Computational modeling; Data mining; Distributed databases; Educational institutions; Rabbits; Cloud computing; DataCloud; Massive data management; Rabbit;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Information Systems and Applications Conference (WISA), 2012 Ninth
Conference_Location
Haikou
Print_ISBN
978-1-4673-3054-1
Type
conf
DOI
10.1109/WISA.2012.26
Filename
6385210
Link To Document