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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2017, Volume 27, Issue 4, Pages 109–121
DOI: https://doi.org/10.14357/08696527170408
(Mi ssi547)
 

Effective use of programmable graphics processing units in problems of molecular dynamics simulation

S. A. Semenova, D. L. Reviznikovab

a Moscow Aviation Institute (National Research University), 4 Volokolamskoe Av., Moscow 125993, Russian Federation
b A. A. Dorodnicyn Computing Center, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 40 Vavilov Str., Moscow 119333, Russian Federation
References:
Abstract: Graphics processing units (GPU) make it possible to expand significantly the capabilities of computing systems. The article discusses the use of graphics processors in problems of molecular dynamics modeling with a complex particle interaction potential. In order to improve the performance of calculations on the GPU, the following methods are implemented: reduction of the number of requests to the global memory; reduction of the number of branches; selection of the optimal load of multiprocessors; and use of equivalent mathematical expressions that perform functions for faster code execution. Parallel execution of the program is realized by partitioning the space into cells, compiling and updating the list of neighboring atoms in order to minimize memory collisions, distribution of operations over computational flows, and allocation of additional memory for creating copies of the coordinates of interacting atoms. Several examples illustrating the computational complexity of the algorithms are considered.
Keywords: high-performance computing; graphics processors; shared memory; molecular dynamics simulation; nanomaterials.
Funding agency Grant number
Russian Foundation for Basic Research 15-08-06262_а
The work was supported by the Russian Foundation for Basic Research (project 15-08-06262а).
Received: 07.06.2017
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: S. A. Semenov, D. L. Reviznikov, “Effective use of programmable graphics processing units in problems of molecular dynamics simulation”, Sistemy i Sredstva Inform., 27:4 (2017), 109–121
Citation in format AMSBIB
\Bibitem{SemRev17}
\by S.~A.~Semenov, D.~L.~Reviznikov
\paper Effective use of programmable graphics processing units in problems of molecular dynamics simulation
\jour Sistemy i Sredstva Inform.
\yr 2017
\vol 27
\issue 4
\pages 109--121
\mathnet{http://mi.mathnet.ru/ssi547}
\crossref{https://doi.org/10.14357/08696527170408}
\elib{https://elibrary.ru/item.asp?id=30562403}
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