DocumentCode
2605489
Title
Research on Hadoop Cloud Computing Model and its Applications
Author
Lu, Huang ; Hai-Shan, Chen ; Ting-Ting, Hu
fYear
2012
fDate
21-24 Oct. 2012
Firstpage
59
Lastpage
63
Abstract
Hadoop is an open-source software platform for distributed computing dealing with a parallel processing of large data sets. It has been widely used in the field of cloud computing. This paper describes the three most crucial parts of Hadoop, including HDFS, the distributed file system, MapReduce, the data processing model, and HBase, the distributed structured data table. The application status, main research directions and existing problems of Hadoop data processing platform are analyzed, and some performance optimization suggestions are given.
Keywords
Cloud computing; Data processing; Distributed databases; Educational institutions; Optimization; Servers; HDFS; Hadoop; MapReduce; Performance Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Networking and Distributed Computing (ICNDC), 2012 Third International Conference on
Conference_Location
Hangzhou, China
ISSN
2165-5006
Print_ISBN
978-1-4673-2858-6
Type
conf
DOI
10.1109/ICNDC.2012.22
Filename
6386653
Link To Document