416 citations · 590 across the 6 of their papers we have counts for
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cs.DC2017
CMS Analysis and Data Reduction with Apache Spark
Oliver Gutsche, Luca Canali, Illia Cremer +12
Experimental Particle Physics has been at the forefront of analyzing the world's largest datasets for decades. The HEP community was among the first to develop suitable software an…
nucl-ex2017★ 30 cited
Principal-component analysis of two-particle azimuthal correlations in PbPb and pPb collisions at CMS
CMS Collaboration
For the first time a principle-component analysis is used to separate out different orthogonal modes of the two-particle correlation matrix from heavy ion collisions. The analysis…
cs.DC2017
Big Data in HEP: A comprehensive use case study
Oliver Gutsche, Matteo Cremonesi, Peter Elmer +7
Experimental Particle Physics has been at the forefront of analyzing the worlds largest datasets for decades. The HEP community was the first to develop suitable software and compu…