A Comparison of CPU and GPU Implementations for the LHCb Experiment Run 3 Trigger View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2021-12-22

AUTHORS

R. Aaij, M. Adinolfi, S. Aiola, S. Akar, J. Albrecht, M. Alexander, S. Amato, Y. Amhis, F. Archilli, M. Bala, G. Bassi, L. Bian, M. P. Blago, T. Boettcher, A. Boldyrev, S. Borghi, A. Brea Rodriguez, L. Calefice, M. Calvo Gomez, D. H. Cámpora Pérez, A. Cardini, M. Cattaneo, V. Chobanova, G. Ciezarek, X. Cid Vidal, J. L. Cobbledick, J. A. B. Coelho, T. Colombo, A. Contu, B. Couturier, D. C. Craik, R. Currie, P. d’Argent, M. De Cian, D. Derkach, F. Dordei, M. Dorigo, L. Dufour, P. Durante, A. Dziurda, A. Dzyuba, S. Easo, S. Esen, P. Fernandez Declara, S. Filippov, C. Fitzpatrick, M. Frank, P. Gandini, V. V. Gligorov, E. Golobardes, G. Graziani, L. Grillo, P. A. Günther, S. Hansmann-Menzemer, A. M. Hennequin, L. Henry, D. Hill, S. E. Hollitt, J. Hu, W. Hulsbergen, R. J. Hunter, M. Hushchyn, B. K. Jashal, C. R. Jones, S. Klaver, K. Klimaszewski, R. Kopecna, W. Krzemien, M. Kucharczyk, R. Lane, F. Lazzari, R. Le Gac, P. Li, J. H. Lopes, M. Lucio Martinez, A. Lupato, O. Lupton, X. Lyu, F. Machefert, O. Madejczyk, S. Malde, J. F. Marchand, S. Mariani, C. Marin Benito, D. Martinez Santos, F. Martinez Vidal, R. Matev, M. Mazurek, B. Mitreska, D. S. Mitzel, M. J. Morello, H. Mu, P. Muzzetto, P. Naik, M. Needham, N. Neri, N. Neufeld, N. S. Nolte, D. O’Hanlon, A. Oyanguren, M. Pepe Altarelli, S. Petrucci, M. Petruzzo, L. Pica, F. Pisani, A. Piucci, F. Polci, A. Poluektov, E. Polycarpo, C. Prouve, G. Punzi, R. Quagliani, R. I. Rabadan Trejo, M. Ramos Pernas, M. S. Rangel, F. Ratnikov, G. Raven, F. Reiss, V. Renaudin, P. Robbe, A. Ryzhikov, M. Santimaria, M. Saur, M. Schiller, R. Schwemmer, B. Sciascia, A. Solomin, F. Suljik, N. Skidmore, M. D. Sokoloff, P. Spradlin, M. Stahl, S. Stahl, H. Stevens, L. Sun, A. Szabelski, T. Szumlak, M. Szymanski, D. Y. Tou, G. Tuci, A. Usachov, N. Valls Canudas, R. Vazquez Gomez, S. Vecchi, M. Vesterinen, X. Vilasis-Cardona, D. Vom Bruch, Z. Wang, T. Wojton, M. Whitehead, M. Williams, M. Witek, Y. Xie, A. Xu, H. Yin, M. Zdybal, O. Zenaiev, D. Zhang, L. Zhang, X. Zhu

ABSTRACT

The Large Hadron Collider beauty (LHCb) experiment at CERN is undergoing an upgrade in preparation for the Run 3 data collection period at the Large Hadron Collider (LHC). As part of this upgrade, the trigger is moving to a full software implementation operating at the LHC bunch crossing rate. We present an evaluation of a CPU-based and a GPU-based implementation of the first stage of the high-level trigger. After a detailed comparison, both options are found to be viable. This document summarizes the performance and implementation details of these options, the outcome of which has led to the choice of the GPU-based implementation as the baseline. More... »

PAGES

1

References to SciGraph publications

  • 2020-04-30. Allen: A High-Level Trigger on GPUs for LHCb in COMPUTING AND SOFTWARE FOR BIG SCIENCE
  • Journal

    Author Affiliations

  • Nikhef National Institute for Subatomic Physics, Amsterdam, The Netherlands
  • H.H. Wills Physics Laboratory, University of Bristol, Bristol, UK
  • INFN Sezione di Milano, Milan, Italy
  • University of Cincinnati, Cincinnati, OH, USA
  • Fakultät Physik, Technische Universität Dortmund, Dortmund, Germany
  • School of Physics and Astronomy, University of Glasgow, Glasgow, UK
  • Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil
  • Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France
  • Physikalisches Institut, Ruprecht-Karls-Universität Heidelberg, Heidelberg, Germany
  • National Center for Nuclear Research (NCBJ), Warsaw, Poland
  • Università di Siena, Siena, Italy
  • School of Physics and Technology, Wuhan University, Wuhan, China
  • European Organization for Nuclear Research (CERN), Geneva, Switzerland
  • Massachusetts Institute of Technology, Cambridge, MA, USA
  • National Research University Higher School of Economics, Moscow, Russia
  • Department of Physics and Astronomy, University of Manchester, Manchester, UK
  • Instituto Galego de Física de Altas Enerxías (IGFAE), Universidade de Santiago de Compostela, Santiago, Spain
  • DS4DS, La Salle, Universitat Ramon Llull, Barcelona, Spain
  • Universiteit Maastricht, Maastricht, The Netherlands
  • INFN Sezione di Cagliari, Monserrato, Italy
  • School of Physics and Astronomy, University of Edinburgh, Edinburgh, UK
  • Institute of Physics, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
  • INFN Sezione di Trieste, Trieste, Italy
  • Henryk Niewodniczanski Institute of Nuclear Physics Polish Academy of Sciences, Kraków, Poland
  • Petersburg Nuclear Physics Institute NRC Kurchatov Institute (PNPI NRC KI), Gatchina, Russia
  • STFC Rutherford Appleton Laboratory, Didcot, UK
  • LPNHE, Sorbonne Université, Paris Diderot Sorbonne Paris Cité, CNRS/IN2P3, Paris, France
  • Institute for Nuclear Research of the Russian Academy of Sciences (INR RAS), Moscow, Russia
  • INFN Sezione di Firenze, Florence, Italy
  • Instituto de Fisica Corpuscular, Centro Mixto Universidad de Valencia, CSIC, Valencia, Spain
  • Department of Physics, University of Warwick, Coventry, UK
  • Cavendish Laboratory, University of Cambridge, Cambridge, UK
  • Aix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, France
  • University of Chinese Academy of Sciences, Beijing, China
  • Faculty of Physics and Applied Computer Science, AGH, University of Science and Technology, Kraków, Poland
  • Department of Physics, University of Oxford, Oxford, UK
  • Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, CNRS, IN2P3-LAPP, Annecy, France
  • Università di Firenze, Florence, Italy
  • Scuola Normale Superiore, Pisa, Italy
  • Center for High Energy Physics, Tsinghua University, Beijing, China
  • Università degli Studi di Milano, Milan, Italy
  • Università di Pisa, Pisa, Italy
  • Nikhef National Institute for Subatomic Physics and VU University Amsterdam, Amsterdam, The Netherlands
  • INFN Laboratori Nazionali di Frascati, Frascati, Italy
  • Institute of Nuclear Physics, Moscow State University (SINP MSU), Moscow, Russia
  • ICCUB, Universitat de Barcelona, Barcelona, Spain
  • INFN Sezione di Ferrara, Ferrara, Italy
  • Physik-Institut, Universität Zürich, Zürich, Switzerland
  • School of Physics and Astronomy, Monash University, Melbourne, Australia
  • Institute of Particle Physics, Central China Normal University, Wuhan, Hubei, China
  • School of Physics State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s41781-021-00070-2

    DOI

    http://dx.doi.org/10.1007/s41781-021-00070-2

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1144367938


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