کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
431752 688623 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Performance metrics in a hybrid MPI–OpenMP based molecular dynamics simulation with short-range interactions
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Performance metrics in a hybrid MPI–OpenMP based molecular dynamics simulation with short-range interactions
چکیده انگلیسی


• We discuss computational bottlenecks in MD and discuss challenges in parallelizing.
• We present a hybrid algorithm using MPI with OpenMP threads for parallelizing MD scheme.
• The algorithm is discussed using nano-indentation of Cr films with C indenters using the EAM and Morse potentials.
• We study performance of our algorithm for a range of MPI–thread combinations.
• Speed up achieved by our algorithm compares favorably with that by LAMMPS.

We discuss the computational bottlenecks in molecular dynamics (MD) and describe the challenges in parallelizing the computation-intensive tasks. We present a hybrid algorithm using MPI (Message Passing Interface) with OpenMP threads for parallelizing a generalized MD computation scheme for systems with short range interatomic interactions. The algorithm is discussed in the context of nano-indentation of Chromium films with carbon indenters using the Embedded Atom Method potential for Cr–Cr interaction and the Morse potential for Cr–C interactions. We study the performance of our algorithm for a range of MPI–thread combinations and find the performance to depend strongly on the computational task and load sharing in the multi-core processor. The algorithm scaled poorly with MPI and our hybrid schemes were observed to outperform the pure message passing scheme, despite utilizing the same number of processors or cores in the cluster. Speed-up achieved by our algorithm compared favorably with that achieved by standard MD packages.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Parallel and Distributed Computing - Volume 74, Issue 3, March 2014, Pages 2203–2214
نویسندگان
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