DocumentCode
170283
Title
A Scalable Planetary Science Information Architecture for Big Science Data
Author
Crichton, D. ; Hughes, J.S. ; Hardman, S. ; Law, E. ; Beebe, R. ; Morgan, T. ; Grayzeck, E.
Author_Institution
Jet Propulsion Lab., California Inst. of Technol., Pasadena, CA, USA
Volume
1
fYear
2014
fDate
20-24 Oct. 2014
Firstpage
196
Lastpage
203
Abstract
Research has shown that the amount of data now available often overwhelms key functions of an information system. This situation necessitates the design of information architectures that scale to meet the challenges. The Planetary Data System, a NASA funded project, has developed an information architecture for the planetary science community that addresses this and other big science data issues noted in a National Research Council report regarding architectures for big data management and analysis and end-to-end data lifecycle management across diverse disciplines. The report identified enabling technology trends including distributed systems, service-oriented architectures, ontologies, models and information representation, scalable database systems, federated data security mechanisms, and technologies for moving big data. This paper will present the PDS4 information architecture, its successful implementation in a multi-discipline big-data environment.
Keywords
Big Data; astronomy computing; data analysis; distributed processing; information systems; ontologies (artificial intelligence); service-oriented architecture; big data analysis; big science data; distributed systems; end-to-end data lifecycle management; federated data security mechanisms; information representation; information system; ontologies; planetary science information architecture; scalable database systems; service-oriented architectures; Communities; Computer architecture; Data models; Distributed databases; Object oriented modeling; Standards; Unified modeling language; Big Data; Information Architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
e-Science (e-Science), 2014 IEEE 10th International Conference on
Conference_Location
Sao Paulo
Print_ISBN
978-1-4799-4288-6
Type
conf
DOI
10.1109/eScience.2014.38
Filename
6972265
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