High-Performance Computing of Microtubule Protofilament Dynamics by Means of All-Atom Molecular Modeling

被引:0
|
作者
Fedorov V.A. [1 ,2 ]
Kholina E.G. [1 ]
Gudimchuk N.B. [1 ]
Kovalenko I.B. [1 ]
机构
[1] Lomonosov Moscow State University, Moscow
[2] Center for Theoretical Problems of Physico-Chemical Pharmacology, Russian Academy of Sciences, Moscow
基金
俄罗斯科学基金会;
关键词
computing performance; CPU; GPU; microtubule; molecular dynamics; tubulin;
D O I
10.14529/jsfi230406
中图分类号
学科分类号
摘要
Molecular dynamics (MD) simulation is a useful tool for understanding biological systems at the level of individual molecules and atoms. However, studying such massive biological systems as microtubules and even their constituent components (tubulin protofilaments) takes an enormous amount of processing power. In this paper, using MD calculations of individual microtubule protofilaments, we demonstrate how computational architecture and calculation options affect computing performance. When using the “GPU-resident” option in the GROMACS MD package, you may gain a fantastic computation acceleration by using the newest high-end graphics processing unit (GPU), even in conjunction with a rather outdated central processing unit (CPU). For instance, MD of the biomolecular system containing a tubulin protofilament in an explicitly specified solvent consisting of more than 300 thousand atoms can be investigated with performance of 171 ns/day at time step 2 fs when using a single-node computer with the latest CPU and GPU generation architecture (Intel Core i9-13900K and Nvidia RTX4090 respectively). Nevertheless, high performance computing platforms (e.g., the volta2 partition of “Lomonosov-2” supercomputer) can be very suitable for simulation experiments with a large number of independent calculations, such as the umbrella sampling technique. Obtained results allow one to choose the best price-performance solution to study molecular dynamics of biological systems. © The Authors 2023. This paper is published with open access at SuperFri.org
引用
收藏
页码:62 / 68
页数:6
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