DocumentCode
3140995
Title
Large-Scale Distributed Storage System for Business Provenance
Author
Rozsnyai, Szabolcs ; Slominski, Aleksander ; Doganata, Yurdaer
Author_Institution
T.J. Watson Res. Center, IBM, Hawthorne, NY, USA
fYear
2011
fDate
4-9 July 2011
Firstpage
516
Lastpage
524
Abstract
In today´s complex business environment, applications span across loosely coupled systems generating massive amounts of business artifacts at various levels of granularity. Monitoring and analyzing these artifacts enables access to critical process information to improve the effectiveness of business operations. Tracking, capturing, storing and processing such large volumes of data, however, is difficult and resource intensive with current relational database technologies. Hence, designers are forced to make trade-offs in deciding the type and the granularity level of the data to be captured. Nevertheless, the amount of historical data that carries important insight about the business processes that need to be captured is growing. A solution that is capable of handling massive business provenance data is necessary. In this paper, using cloud as opposed to relational databases to manage this massive amount of business provenance data is proposed and a cloud-based business provenance architecture based on HBase/Hadoop technology is introduced.
Keywords
business data processing; cloud computing; data handling; storage management; HBase-Hadoop technology; business artifacts; business provenance data handling; cloud-based business provenance architecture; large-scale distributed storage system; relational database technologies; Business; Cloud computing; Computer architecture; Data mining; Hardware; Indexes; XML; Cloud Computing; Data Management; Key-Value Storage; Provenance;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Computing (CLOUD), 2011 IEEE International Conference on
Conference_Location
Washington, DC
ISSN
2159-6182
Print_ISBN
978-1-4577-0836-7
Electronic_ISBN
2159-6182
Type
conf
DOI
10.1109/CLOUD.2011.28
Filename
6008750
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