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Big Data Challenges for Large Radio ArraysFuture 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.
Document ID
20150008803
Document Type
Conference Paper
External Source(s)
Authors
Jones, Dayton L. (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Wagstaff, Kiri (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Thompson, David (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
D'Addario, Larry (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Navarro, Robert (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Mattmann, Chris (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Majid, Walid (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Lazio, Joseph (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Preston, Robert (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Rebbapragada, Umaa (Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Date Acquired
May 26, 2015
Publication Date
March 3, 2012
Subject Category
Earth Resources and Remote Sensing
Astrophysics
Astronomy
Meeting Information
2012 IEEE Aerospace Conference(Big Sky, MT)
Distribution Limits
Public
Copyright
Other
Keywords
Combining
Filterbank