DocumentCode
12191
Title
Big Bang, Big Data, Big Iron: Fifteen Years of Cosmic Microwave Background Data Analysis at NERSC
Author
Borrill, Julian ; Keskitalo, Reijo ; Kisner, Theodore
Author_Institution
Lawrence Berkeley Nat. Lab., Berkeley, CA, USA
Volume
17
Issue
3
fYear
2015
fDate
May-June 2015
Firstpage
22
Lastpage
29
Abstract
The cosmic microwave background (CMB) consists of photons created in the Big Bang and cooled by the subsequent expansion of the universe to an almost perfectly uniform 3-Kelvin sky signal today. These photons experience the entire history of the universe, and each epoch has left its imprint as tiny fluctuations in their temperature and polarization. Decoding these provides unique insight into the history of the universe, constraining the fundamental parameters of both cosmology and high-energy physics. The faintness of these fluctuations requires us "researchers" to gather huge datasets and analyze them on supercomputers. For 15 years, the National Energy Research Scientific Computing Center (NERSC) has provided the resources for the CMB community\´s most computationally challenging analyses. In this article, the authors describe how their analysis algorithms and implementations have evolved over this time, driven by both the growth in CMB data volumes and the changes in high-performance computing architectures.
Keywords
Big Data; astronomy computing; cosmic acceleration; cosmology; data analysis; parallel architectures; radiofrequency cosmic radiation; Big Bang; Big Data; Big Iron; CMB data volumes; NERSC; National Energy Research Scientific Computing Center; cosmic microwave background community; cosmic microwave background data analysis; cosmology; high-energy physics; high-performance computing architectures; perfectly uniform 3-Kelvin sky signal; supercomputers; universe expansion; Cosmology; Decoding; High energy physics; High performance computing; Scientific computing; Supercomputers; CMB; cosmic microwave background; cosmology; data analysis; high-performance computing; scientific computing;
fLanguage
English
Journal_Title
Computing in Science & Engineering
Publisher
ieee
ISSN
1521-9615
Type
jour
DOI
10.1109/MCSE.2015.1
Filename
7006391
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