349 citations · 4.2k across the 80 of their papers we have counts for
7 papers · 1 filter
Optimizing High Throughput Inference on Graph Neural Networks at Shared Computing Facilities with the NVIDIA Triton Inference Server
Claire Savard, Nicholas Manganelli, Burt Holzman +5
With machine learning applications now spanning a variety of computational tasks, multi-user shared computing facilities are devoting a rapidly increasing proportion of their resou…
The U.S. CMS HL-LHC R&D Strategic Plan
Oliver Gutsche, Tulika Bose, Margaret Votava +13
The HL-LHC run is anticipated to start at the end of this decade and will pose a significant challenge for the scale of the HEP software and computing infrastructure. The mission o…
Accelerating Machine Learning Inference with GPUs in ProtoDUNE Data Processing
Tejin Cai, Kenneth Herner, Tingjun Yang +6
We study the performance of a cloud-based GPU-accelerated inference server to speed up event reconstruction in neutrino data batch jobs. Using detector data from the ProtoDUNE expe…
Analysis Facilities for HL-LHC
Doug Benjamin, Kenneth Bloom, Brian Bockelman +9
The HL-LHC presents significant challenges for the HEP analysis community. The number of events in each analysis is expected to increase by an order of magnitude and new techniques…
Latest Results from PHOBOS at RHIC
Gabor I. Veres
A study of charged hadron production in d+Au and Au+Au collisions is presented at various collision energies (sqrt(s)=19.6 to 200 GeV per nucleon). Scaling and factorization featur…
Charged hadron transverse momentum distributions in Au+Au collisions at sqrt(s_NN) = 200 GeV
Christof Roland
We present transverse momentum distributions of charged hadrons produced in Au+Au collisions at sqrt(s_NN) = 200 GeV. The evolution of the spectra for transverse momenta p_T from 0…