GPU-accelerated machine learning inference as a service for computing in
neutrino experiments

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GPU-accelerated machine learning inference as a service for computing in neutrino experiments

9 September 2020

M. Acosta Flechas

Philip C. Harris

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Papers citing "GPU-accelerated machine learning inference as a service for computing in neutrino experiments"

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Title
Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services Ali Doosthosseini Jonathan Decker Hendrik Nolte Julian M. Kunkel 121 4 0 27 Jun 2024
Accelerating Machine Learning Inference with GPUs in ProtoDUNE Data Processing Tejin Cai K. Herner Ting-ting Yang Michael Wang M. Acosta Flechas Philip C. Harris B. Holzman K. Pedro N. Tran 26 7 0 11 Jan 2023
Snowmass 2021 Computational Frontier CompF4 Topical Group Report: Storage and Processing Resource Access W. Bhimij D. Carder Eli Dart Javier M. Duarte I. Fisk ... N. Tran P. Gemmeren G. Watts B. Weaver F. Würthwein 75 0 0 19 Sep 2022
Physics Community Needs, Tools, and Resources for Machine Learning Philip C. Harris E. Katsavounidis W. McCormack D. Rankin Yongbin Feng ... De-huai Chen Mark S. Neubauer Javier Mauricio Duarte G. Karagiorgi Miaoyuan Liu AI4CE 60 4 0 30 Mar 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 84 117 0 07 Dec 2021
Applications and Techniques for Fast Machine Learning in Science A. Deiana Nhan Tran Joshua C. Agar Michaela Blott G. D. Guglielmo ... Ashish Sharma S. Summers Pietro Vischia J. Vlimant Olivia Weng 92 72 0 25 Oct 2021
rFaaS: Enabling High Performance Serverless with RDMA and Leases Marcin Copik Konstantin Taranov A. Calotoiu Torsten Hoefler 31 16 0 25 Jun 2021
Charged particle tracking via edge-classifying interaction networks G. Dezoort S. Thais Javier Mauricio Duarte Vesal Razavimaleki M. Atkinson I. Ojalvo Mark S. Neubauer P. Elmer 88 49 0 30 Mar 2021
GPU coprocessors as a service for deep learning inference in high energy physics J. Krupa Kelvin Lin M. Acosta Flechas Jack T. Dinsmore Javier Mauricio Duarte ... K. Pedro D. Rankin Natchanon Suaysom Matthew Trahms N. Tran BDL 3DV 89 33 0 20 Jul 2020