• DocumentCode
    3717351
  • Title

    Earth science data fusion with event building approach

  • Author

    C. Lukashin;A. Bartle;E. Callaway;V. Gyijrjyan;S. Mancilla;R. Oyarzun;A. Vakhnin

  • Author_Institution
    NASA Langley Research Center, Hampton, VA
  • fYear
    2015
  • Firstpage
    1943
  • Lastpage
    1947
  • Abstract
    Objectives of the NASA Information And Data System (NAIADS) project are to develop a prototype of a conceptually new middleware framework to modernize and significantly improve efficiency of the Earth Science data fusion, big data processing and analytics. The key components of the NAIADS include: Service Oriented Architecture (SOA) multi-lingual framework, multi-sensor coincident data Predictor, fast into-memory data Staging, multi-sensor data-Event Builder, complete data-Event streaming (a workflow with minimized IO), on-line data processing control and analytics services. The NAIADS project is leveraging CLARA framework, developed in Jefferson Lab, and integrated with the ZeroMQ messaging library. The science services are prototyped and incorporated into the system. Merging the SCIAMACHY Level-1 observations and MODIS/Terra Level-2 (Clouds and Aerosols) data products, and ECMWF re-analysis will be used for NAIADS demonstration and performance tests in compute Cloud and Cluster environments.
  • Keywords
    "Clouds","Geoscience","Data integration","NASA","Buildings","Libraries"
  • Publisher
    ieee
  • Conference_Titel
    Big Data (Big Data), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/BigData.2015.7363972
  • Filename
    7363972