NASA NTRS · 20150008803
Big Data Challenges for Large Radio Arrays
Abstract
Future large radio astronomy arrays, particularly the Square Kilometre Array (SKA), will be able to generate data at rates far higher than can be analyzed or stored affordably with current practices. This is, by definition, a "big data" problem, and requires an end-to-end solution if future radio arrays are to reach their full scientific potential. Similar data processing, transport, storage, and management challenges face next-generation facilities in many other fields.
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Jones, Dayton L., Wagstaff, Kiri, Thompson, David, D'Addario, Larry, Navarro, Robert, Mattmann, Chris, Majid, Walid, Lazio, Joseph, Preston, Robert, Rebbapragada, Umaa. 2012-03-03. Big Data Challenges for Large Radio Arrays. https://ntrs.nasa.gov/citations/20150008803
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