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Data Science (Big Data/Data Science)

Completed

Description

Develop novel architectures, technologies, and methodologies to address the analysis, fusion and automated extraction of data from massive, distributed archives and data sets in both science and non-NASA applications.

Data Science is emerging as a critical area of research and technology to advance scientific discovery, knowledge and decision making through systematic computational approaches to analyzing massive data sets. The sheer volume of data increase, coupled with the highly distributed and heterogeneous nature of scientific data sets, is requiring new approaches for managing, analyzing and understanding data.   The technology effort is focused on developing new software architectures, software tools, and computational methodologies which can improve the performance and automate the extraction of key features, anomalies and patterns in the data to support the big data challenges emerging from observational instruments and systems.  

Benefits

Provide new approaches to addressing the big data challenge in observational systems including support for engineering, operations, and science.

Support emerging capabilities in high volume, complex instruments; support new science goals, particularly those that require the integration and analysis of data across instruments and measurements.

A scalable approach to addressing high volume, data intensive observing systems which can incorporate commercial-based space systems, instruments and other capabilities.

Directly applicable to other government agencies needing new capabilities and approaches to address data intensive challenges in observational instruments, sensors, etc. that need to consider an end-to-end approach to address data analytics.

Details

Technology areaSoftware, Modeling, Simulation, and Information Processing > Information Processing and Artificial Intelligence > Intelligent Data Understanding
ProgramCenter Independent Research & Development: JPL IRAD (JPL IRAD)
Lead organizationJet Propulsion Laboratory, Pasadena, CA
Start date2013-10-01
End date2017-10-01

Project contacts

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How to get involved

This is a mature technology (TRL 7+) — the realistic path in is usually NASA's Technology Transfer Program: licensing an existing NASA patent, or a Space Act Agreement to use NASA facilities/expertise directly. NASA also runs a startup licensing program with no upfront fee for companies formed to commercialize a specific NASA technology.

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