[PDF] Top 20 NIST Big Data Interoperability Framework: Volume 3, Use Cases and General Requirements

... clinical data to efficiently and rapidly translate scientific discoveries into effective clinical treatments; and electronically sharing integrated health data to improve healthcare process efficiency and ... See full document

... Science, NIST benchmark datasets • The Ecosystem for Research(4): Metadata, Collaboration, Translation, Light source • data Astronomy and Physics(5): Sky Surveys including comparison to simulation, Large ... See full document

... the use case collection, presented in the NBDIF: Volume 3, Use Cases and General Requirements document [3], the need arose to address the mechanism of preparing ... See full document

... in use before, data capture from sources is an area that is exploding in the new Big Data ...of data, but also data in large ...of data for the location of shipped items. ... See full document

... using data to find value, as well as providing significant challenges due to the size of the data being managed and ...unstructured data. Historically, structured data has typically been the ... See full document

... UAV data uses are military; for example, NASA, National Oceanic and Atmospheric Administration and the FAA may have specific use for UAV ...the use of sensor data gathered non-DoD UAVs is ... See full document

... However, Big Data processing frameworks actually have three processing phases: data ingestion, data analysis, and data dissemination, which closely follow the flow of data ... See full document

... at NIST promotes the ...reference data, proof of concept implementations, and technical analyses to advance the development and productive use of information ... See full document

... There may be references in this publication to other publications currently under development by NIST in accordance with its assigned statutory responsibilities. The information in this publication, including ... See full document

... security requirements and privacy requirements for the ...the data source, for querying the registry, and a standard set of data contained by the ...the data can be too large to ... See full document

... at NIST promotes the ...reference data, proof of concept implementations, and technical analyses to advance the development and productive use of information ... See full document

... the NIST Big Data Public Working Group (NBD-PWG) was launched with participation from industry, academia, and government from across the ...infrastructure-independent framework that would ... See full document

... sources: general databases (ScienceDirect, IEEE Explore), German journal data bases (ZWF, WT, IM) and institutions/federations (Fraunhofer, VDI, Acatech, ...As requirements are mostly described in ... See full document

... contributed use cases into general Big Data Reference Architecture ...requirements. 3 Reference Architecture This International Standard specifies the Big ... See full document

... – Use resulting 3d models to allow efficient browsing of large-scale photo collections by geographic position. – Geolocate new images by matching to 3d models. Perform object recognition on each image. 3d ... See full document

... biological data is currently performed by RDMS ...current volume 50TB of ...interactive use, rapid and parallel bulk loading, and sometimes have issues regarding ... See full document

... event data streams are produced by survey pipelines from the telescopes on the ground or in space, and the events with their observational descriptions are ingested by one or more depositories, from which they can ... See full document

... Big Data Analytics at Work The good news is, big data analytics solutions that run on Hadoop can solve these ...challenges. Big data analytics solutions running on Hadoop make it ... See full document

... Part of our work has been in developing the cloudmesh client, which is a lightweight client interface of accessing heterogeneous clouds, clusters, and work- stations right from the users com- puter. The user can man- age ... See full document

... in Big Data processing and ...the use of encryption together with Kerberos protocol in order to make the data more ...the data. During Map-Reduce framework in Hadoop, mapper ... See full document