Astronomy and Astrophysics – Astronomy
Scientific paper
Jan 2012
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2012aas...21911303s&link_type=abstract
American Astronomical Society, AAS Meeting #219, #113.03
Astronomy and Astrophysics
Astronomy
Scientific paper
Scientific computing is increasingly revolving around massive amounts of data. From physical sciences to numerical simulations, we are soon dealing with Petabytes if not Exabytes of data. This new, data-centric computing requires a new look at computing architectures and strategies for statistical analyses. Several large-scale data analysis projects in astronomy and physics will be discussed, including statistical analyses of large galaxy catalogs. We will also explore strategies of interacting with very large amounts of data, and compare various large-scale data analysis platforms.
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