• 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