Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Alomairy, Rabab"'
Autor:
Alomairy, Rabab M.
To leverage the extreme parallelism of emerging architectures, so that scientific applications can fulfill their high fidelity and multi-physics potential while sustaining high efficiency relative to the limiting resource, numerical algorithms must b
Externí odkaz:
http://hdl.handle.net/10754/679787
Autor:
Ltaief, Hatem, Alomairy, Rabab, Cao, Qinglei, Ren, Jie, Slim, Lotfi, Kurth, Thorsten, Dorschner, Benedikt, Bougouffa, Salim, Abdelkhalak, Rached, Keyes, David E.
We exploit the widening margin in tensor-core performance between [FP64/FP32/FP16/INT8,FP64/FP32/FP16/FP8/INT8] on NVIDIA [Ampere,Hopper] GPUs to boost the performance of output accuracy-preserving mixed-precision computation of Genome-Wide Associati
Externí odkaz:
http://arxiv.org/abs/2409.01712
Autor:
Alomairy, Rabab M.
High-end multicore systems with GPU-based accelerators are now ubiquitous in the hardware landscape. Besides dealing with the nontrivial heterogeneous environ- ment, end users should often take into consideration the underlying memory architec- ture
Externí odkaz:
http://hdl.handle.net/10754/297194
Publikováno v:
ACM Transactions on Parallel Computing
ACM Transactions on Parallel Computing, Association for Computing Machinery, In press
ACM Transactions on Parallel Computing, Association for Computing Machinery, In press
International audience
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2592::30a9776b480c8419b02439b613150c75
https://hal.archives-ouvertes.fr/hal-03521511
https://hal.archives-ouvertes.fr/hal-03521511
Autor:
Al-Harthi, Noha, Alomairy, Rabab, Akbudak, Kadir, Chen, Rui, Ltaief, Hatem, Bagci, Hakan, Keyes, David
Publikováno v:
High Performance Computing
We design and develop a new high performance implementation of a fast direct LU-based solver using low-rank approximations on massively parallel systems. The LU factorization is the most time-consuming step in solving systems of linear equations in t
Akademický článek
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Autor:
Jia G; Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China. jiagengjie@caas.cn., Li Y; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, People's Republic of China., Zhong X; Department of Medicine and Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, US., Wang K; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US.; Department of Operations, Business Analytics, and Information Systems, University of Cincinnati, Cincinnati, OH, US., Pividori M; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US.; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, US., Alomairy R; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia., Esposito A; HPE HPC/AI EMEA Research Laboratory, Bristol, UK., Ltaief H; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Terao C; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Clinical Research Center, Shizuoka General Hospital, Shizuoka, Japan.; Department of Applied Genetics, The School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan., Akiyama M; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan., Matsuda K; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan., Keyes DE; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Im HK; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US., Gojobori T; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Kamatani Y; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan., Kubo M; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan., Cox NJ; Department of Medicine and Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, US., Evans J; Department of Sociology, University of Chicago, Chicago, IL, US., Gao X; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa.; Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa., Rzhetsky A; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US. arzhetsky@uchicago.edu.; Department of Human Genetics, University of Chicago, Chicago, IL, US. arzhetsky@uchicago.edu.
Publikováno v:
Nature computational science [Nat Comput Sci] 2023 Jul; Vol. 3 (7), pp. 658.
Autor:
Jia G; Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China. jiagengjie@caas.cn., Li Y; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, People's Republic of China., Zhong X; Department of Medicine and Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, US., Wang K; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US.; Department of Operations, Business Analytics, and Information Systems, University of Cincinnati, Cincinnati, OH, US., Pividori M; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US.; Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, US., Alomairy R; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia., Esposito A; HPE HPC/AI EMEA Research Laboratory, Bristol, UK., Ltaief H; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Terao C; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Clinical Research Center, Shizuoka General Hospital, Shizuoka, Japan.; Department of Applied Genetics, The School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan., Akiyama M; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan., Matsuda K; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan., Keyes DE; Extreme Computing Research Center, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Im HK; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US., Gojobori T; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.; Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia., Kamatani Y; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan.; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan., Kubo M; RIKEN Center for Integrative Medical Sciences, Yokohama, Japan., Cox NJ; Department of Medicine and Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, US., Evans J; Department of Sociology, University of Chicago, Chicago, IL, US., Gao X; Computational Bioscience Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa.; Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. xin.gao@kaust.edu.sa., Rzhetsky A; Department of Medicine, Institute of Genomics and Systems Biology, Committee on Genomics, Genetics, and Systems Biology, University of Chicago, Chicago, IL, US. arzhetsky@uchicago.edu.; Department of Human Genetics, University of Chicago, Chicago, IL, US. arzhetsky@uchicago.edu.
Publikováno v:
Nature computational science [Nat Comput Sci] 2023 May; Vol. 3 (5), pp. 403-417. Date of Electronic Publication: 2023 May 22.