DocumentCode
2117546
Title
MRData: A MapReduce-Based Tool for Heterogeneous Data Integration
Author
Xu, Liutong ; Jin, Kai ; Tian, Hongqiao
Author_Institution
Beijing Key Lab. of Intell. Telecommun. Software & Multimedia, Beijing Univ. of Posts & Telecommun., Beijing, China
Volume
2
fYear
2010
fDate
7-8 Aug. 2010
Firstpage
269
Lastpage
272
Abstract
As the volume of data increasing sharply and the relationship among different data sources becoming intricately, how to integrate mass data sources and how to find latent information from the integrated data is a matter of urgency. At present, industry tends to adopt distributed computing model to solve the integration of massive data. Aiming at getting the valuable and in-depth information, visualization is a critical step in data analysis and data mining. We design a tool called MRData for heterogeneous data integration which has two features: 1) parallel data processing based on Hadoop which is a distributed platform; 2) visual analysis. And at last, experiments verify the efficiency of MRData.
Keywords
data analysis; data integrity; data mining; MRData; MapReduce-based tool; data analysis; data mining; data sources; distributed computing; heterogeneous data integration; parallel data processing; Business; Data mining; Data processing; Data visualization; Distributed databases; Semantics; Visualization; data integration; hadoop; mapreduce; visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Management Engineering (ISME), 2010 International Conference of
Conference_Location
Xi´an
Print_ISBN
978-1-4244-7669-5
Electronic_ISBN
978-1-4244-7670-1
Type
conf
DOI
10.1109/ISME.2010.252
Filename
5573830
Link To Document