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
Link To Document :
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