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Электронный каталог: Nemnyugin, S. - Implementation of High-Performance Computing Technologies in the BmnRoot Framework
Nemnyugin, S. - Implementation of High-Performance Computing Technologies in the BmnRoot Framework
Статья
Автор: Nemnyugin, S.
Физика элементарных частиц и атомного ядра: Implementation of High-Performance Computing Technologies in the BmnRoot Framework : [Abstract]
б.г.
ISBN отсутствует
Автор: Nemnyugin, S.
Физика элементарных частиц и атомного ядра: Implementation of High-Performance Computing Technologies in the BmnRoot Framework : [Abstract]
б.г.
ISBN отсутствует
Статья
Nemnyugin, S.
Implementation of High-Performance Computing Technologies in the BmnRoot Framework : [Abstract] / S.Nemnyugin, S.Merts, [a.o.] // Физика элементарных частиц и атомного ядра. – 2023. – Т.54, №4. – P.811. – URL: http://www1.jinr.ru/Pepan/v-54-4/17_nemnyugin_ann_w.pdf.
The article addresses implementation of high-performance computing technologies in the BmnRoot framework that is used in the BM@N NICA experiment. This framework is the main software tool which is used both for simulation of the setup operation and for processing of experimental data. Complexity of problems to be solved and large sampling sizes require significant CPU times and consequently increased BmnRoot performance. Bottlenecks of the BmnRoot performance have been analyzed and approaches to their optimization are proposed. Among them are usage of multithreaded mode of simulation with Geant4, usage of PROOF module of the ROOT package, optimization of memory access and so on. Results of scalability study are given for parallelized modules. Problems are defined that should be solved for further increasing of performance of the BmnRoot framework.
ОИЯИ = ОИЯИ (JINR)2023
Спец.(статьи,препринты) = Ц 840 в - Программы обработки экспериментальных данных и управление физическими установками$
Nemnyugin, S.
Implementation of High-Performance Computing Technologies in the BmnRoot Framework : [Abstract] / S.Nemnyugin, S.Merts, [a.o.] // Физика элементарных частиц и атомного ядра. – 2023. – Т.54, №4. – P.811. – URL: http://www1.jinr.ru/Pepan/v-54-4/17_nemnyugin_ann_w.pdf.
The article addresses implementation of high-performance computing technologies in the BmnRoot framework that is used in the BM@N NICA experiment. This framework is the main software tool which is used both for simulation of the setup operation and for processing of experimental data. Complexity of problems to be solved and large sampling sizes require significant CPU times and consequently increased BmnRoot performance. Bottlenecks of the BmnRoot performance have been analyzed and approaches to their optimization are proposed. Among them are usage of multithreaded mode of simulation with Geant4, usage of PROOF module of the ROOT package, optimization of memory access and so on. Results of scalability study are given for parallelized modules. Problems are defined that should be solved for further increasing of performance of the BmnRoot framework.
ОИЯИ = ОИЯИ (JINR)2023
Спец.(статьи,препринты) = Ц 840 в - Программы обработки экспериментальных данных и управление физическими установками$