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
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;
Journal_Title :
Computing in Science & Engineering
DOI :
10.1109/MCSE.2015.1