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Update on Performance Analysis of Different Computational Architectures : Molecular Dynamics in Application to Protein-Protein Interactions

Fedorov, V. A. (author)
Kholina, E. G. (author)
Kovalenko, I. B. (author)
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Gudimchuk, N. B. (author)
Orekhov, P. S. (author)
Zhmurov, Artem (author)
KTH,Science for Life Laboratory, SciLifeLab,Parallelldatorcentrum, PDC,SeRC - Swedish e-Science Research Centre
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 (creator_code:org_t)
South Ural State University, Publishing Center, 2020
2020
English.
In: Supercomputing Frontiers and Innovations. - : South Ural State University, Publishing Center. - 2409-6008 .- 2313-8734. ; 7:4, s. 62-67
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • Molecular dynamics has proved itself as a powerful computer simulation method to study dynamics, conformational changes, and interactions of biological macromolecules and their complexes. In order to achieve the best performance and efficiency, it is crucial to benchmark various hardware platforms for the simulations of realistic biomolecular systems with different size and timescale. Here, we compare performance and scalability of a number of commercially available computing architectures using all-atom and coarse-grained molecular dynamics simulations of water and the Ndc80-microtubule protein complex in the GROMACS-2019.4 package. We report typical single-node performance of various combinations of modern CPUs and GPUs, as well as multiple-node performance of the “Lomonosov-2” supercomputer. These data can be used as the practical guidelines for choosing optimal hardware for molecular dynamics simulations. 

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Datorteknik (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Computer Engineering (hsv//eng)

Keyword

coarse grain
microtubule
molecular dynamics
Ndc80
tubulin
Benchmarking
Bioinformatics
Computational chemistry
Computer hardware
Program processors
Proteins
Supercomputers
Biological macromolecule
Coarse-grained molecular dynamics simulations
Computational architecture
Computing architecture
Molecular dynamics simulations
Performance and scalabilities
Protein-protein interactions
Single-node performance

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ref (subject category)
art (subject category)

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