Publications
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Speeding up particle track reconstruction using a parallel Kalman filter algorithm - Journal of Instrumentation 09 (2020) P09030 arXiv, DOI
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Parallelizing the unpacking and clustering of detector data for reconstruction of charged particle tracks on multi-core CPUs and many-core GPUs - Proceedings of Connecting the Dots 2020 (virtual conference)
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Reconstruction of Charged Particle Tracks in Realistic Detector Geometry Using a Vectorized and Parallelized Kalman Filter Algorithm - Proceedings of the 24th Annual International Conference on Computing in High Energy and Nuclear Physics (CHEP 2019) (Adelaide, Australia) arXiv
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Speeding up Particle Track Reconstruction in the CMS Detector using a Vectorized and Parallelized Kalman Filter Algorithm - Proceedings of Connecting the Dots and Workshop on Intelligent Trackers (CTD/WIT 2019) (Valencia, Spain) arXiv
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Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Architectures with the CMS Detector - Proceedings of the 19th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2019) (Saas Fee, Switzerland) arXiv, DOI, pdf
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Parallelized and Vectorized Tracking Using Kalman Filters with CMS Detector Geometry and Events - Proceedings of the 23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018) (Sofia, Bulgaria) arXiv, DOI, pdf
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Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Architectures - Proceedings of the 18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017) (Seattle, WA, USA) arXiv, DOI, pdf
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Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Processors and GPUs - Proceedings of Connecting The Dots / Intelligent Trackers 2017 (Orsay, France) arXiv, DOI, pdf
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Kalman filter tracking on parallel architectures - Journal of Physics: Conference Series 898 (2017) 042051, Proceedings of the 22nd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2016) (San Francisco, CA, USA) arXiv, DOI, pdf
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Kalman Filter Tracking on Parallel Architectures - Proceedings of Connecting The Dots 2016 (CTD2016) workshop (Vienna, Austria) arXiv, DOI, pdf
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Kalman-Filter-Based Particle Tracking on Parallel Architectures at Hadron Colliders - Proceedings of the 2015 IEEE NSS/MIC Conference (San Diego, CA, USA) arXiv, DOI, pdf
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Kalman Filter Tracking on Parallel Architectures - Journal of Physics: Conference Series 664 (2015) 072008, Proceedings of the 21st International Conference on Computing in High Energy and Nuclear Physics (CHEP2015) (Okinawa, Japan) arXiv, DOI, pdf
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Traditional Tracking with Kalman Filter on Parallel Architectures - Journal of Physics: Conference Series 608 (2015) 012057, Proceedings of 16th International workshop on Advanced Computing and Analysis Techniques in physics research (ACAT 2014) (Prague, Czech Republic) arXiv, DOI, pdf
Presentations
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5 May 2020 - mkFit update: strip tracker unpacking and clustering on GPU - Dan Riley, CMS HLT Upgrade TSG Weekly Meeting
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28 Apr 2020 - mkFit update: strip tracker unpacking and clustering on GPU - Dan Riley, CMS Tracker DPG - Tracking POG general Weekly Meeting
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22 Apr 2020 - Parallelizing the unpacking and clustering of detector data for reconstruction of charged particle tracks on multi-core CPUs and many-core GPUs - Bei Wang, Connecting the Dots 2020
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12 Feb 2020 - mkfit and HL-LHC tracking in CMS - Mario Masciovecchio, Joint HSF event reconstruction/trigger working group and IRIS-HEP Topical Meeting
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11 Feb 2020 - Accelerated Full Tracking at (CMS) HLT - Mario Masciovecchio, CMS scouting kick-off workshop
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5 Feb 2020 - mkFit update: strip tracker unpacking and clustering on CPU and GPU - Dan Riley, CMS Tracker DPG/Strip Calibration and Local Reconstruction Weekly Meeting
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7 Nov 2019 - Reconstruction of Charged Particle Tracks in Realistic Detector Geometry Using a Vectorized and Parallelized Kalman Filter Algorithm - G. Cerati, 24th Annual International Conference on Computing in High Energy and Nuclear Physics
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9 Sep 2019 - mkFit Status Update - A. Reinsvold Hall, Tracking POG Meeting
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17 Jul 2019 - HEP Event Reconstruction with Cutting Edge Computing Architectures - G. Cerati, SciDAC-4 PI meeting
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13 Jun 2019 - Advanced Methods for Data Processing and Reconstruction - A. Reinsvold Hall, Informal DOE Briefing: USCMS/FNAL Computing Innovation towards HL-LHC
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6 Jun 2019 - Speeding up CMS track reconstruction - A. Reinsvold Hall, 2019 USCMS Annual Collaboration Meeting
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16 Apr 2019 - Speeding up particle track reconstruction using a vectorized and parallelized Kalman Filter algorithm - A. Reinsvold Hall, CMS Tracker Activities at FNAL Working Group
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11 Apr 2019 - Parallelized Kalman Filter Tracking - M. Masciovecchio, Tracking POG Meeting, CMS Week
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10 Apr 2019 - mkFit Project: Speeding up particle track reconstruction using a vectorized and parallelized Kalman Filter algorithm - A. Reinsvold Hall, IRIS-HEP Topical Meeting
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10 Apr 2019 - mkFit Project: Speeding up particle track reconstruction using a vectorized and parallelized Kalman Filter algorithm - A. Reinsvold Hall, PC, Trigger, PPD, O&C Plenary, CMS Week
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04 Apr 2019 - mkFit Project: Speeding up particle track reconstruction using a vectorized and parallelized Kalman Filter algorithm - A. Reinsvold Hall, CTD/WIT 2019
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12 Mar 2019 - Parallelized Kalman-Filter-based Reconstruction of Particle Tracks on Many-Core Architectures with the CMS detector - M. Masciovecchio, ACAT 2019
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20 Feb 2019 - Parallelized Kalman Filter Tracking - M. Masciovecchio, CMS Tracking Mini-Workshop
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05 Dec 2018 - Update on the mkFit Project - A. Reinsvold Hall, Tracking POG Meeting, CMS Week
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08 Nov 2018 - Parallelized KF tracking with Matriplex & mkFit - M. Masciovecchio, CMS ECoM2X Group Meeting
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10 Jul 2018 - Parallelized and Vectorized Tracking Using Kalman Filters with CMS Detector Geometry and Events - M. Tadel, CHEP 2018
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26 Jun 2018 - Update on vectorized KF track reconstruction - S. Krutelyov, CMS Trigger Studies Group Meeting, CMS Week
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28 Mar 2018 - Parallelized tracking algorithms - M. Kortelainen, Joint WLCG & HSF Workshop 2018
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21 Mar 2018 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks with Accurate Detector Geometry - M. Tadel, Connecting the Dots 2018
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7 Mar 2018 - Parallelization of track reconstruction in view of Run 3 and beyond - S. Krutelyov, CMS Trigger Studies Group Meeting
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6 Nov 2017 - Parallelized KF Tracking - S. Krutelyov, CMS Tracking POG Meeting
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16 Oct 2017 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Architectures - M. Tadel, CMS Software/Computing R&D Meeting
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31 Aug 2017 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Processors and GPUs - M. Lefebvre, NVIDIA Technical Working Meeting
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21 Aug 2017 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Architectures - D. Riley, 18th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2017)
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4 Apr 2017 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Processors and GPUs, Part I - K. McDermott, CMS Offline/Computing R&D (Open Session at Apr2017 CMS Week)
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8 Mar 2017 - Parallelized Kalman-Filter-Based Reconstruction of Particle Tracks on Many-Core Processors and GPUs - M. Lefebvre, Connecting The Dots / Intelligent Trackers (CTDWIT 2017)
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12 Oct 2016 - Kalman Filter Tracking on Parallel Architectures - D. Riley, 22nd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2016)
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21 Sep 2016 - Reconstructing Particle Trajectories in High Energy Physics with Xeon and Xeon Phi - D. Abdurachmanov, Intel Xeon Phi User Group Meeting 2016
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19 May 2016 - Kalman Filter Tracking on Parallel Architectures - K. McDermott, US CMS Collaboration Meeting
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9 May 2016 - Particle Track Reconstruction for the Large Hadron Collider: Progress in Many-Core Parallel Computing - S. Lantz, Scientific Computing and Numerics (SCAN) Seminar (Cornell University)
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27 Apr 2016 - The GPGPU & Many Vector Core Folly ... is there hope for HEP? - M. Tadel, CERN Software Technology Forum
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16 Mar 2016 - Parallelized Tracking - G. Cerati, Future Trends in Nuclear Physics Computing workshop
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22 Feb 2016 - Kalman Filter Tracking on Parallel Architectures - K. McDermott, Connecting The Dots 2016 (CTD2016) workshop (Vienna)
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13 Jan 2016 - Kalman Filter Tracking on Parallel Architectures - G. Cerati, FNAL Computing Techniques Seminar
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17 Nov 2015 - High Performance Computing in the Manycore Era: Challenges for Applications - S. Lantz, Center for Applied and Computational Mathematics (CACM) Seminar (Rochester Institute of Technology)
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13 Apr 2015 - Vectorization and Parallelization of Track Reconstruction Codes for the Large Hadron Collider - P. Wittich and S. Lantz, Scientific Computing and Numerics (SCAN) Seminar (Cornell University)
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13 Apr 2015 - Kalman Filter Tracking on Parallel Architectures - G. Cerati, 21st International Conference on Computing in High Energy and Nuclear Physics (CHEP2015)