Copernicus: A new paradigm for parallel adaptive molecular dynamics

Sander Pronk, Per Larsson, Iman Pouya, Gregory R. Bowman, Imran S. Haque, Kyle Beauchamp, Berk Hess, Vijay S. Pande, Peter M. Kasson, Erik Lindahl

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

38 Scopus citations

Abstract

Biomolecular simulation is a core application on supercomputers, but it is exceptionally difficult to achieve the strong scaling necessary to reach biologically relevant timescales. Here, we present a new paradigm for parallel adaptive molecular dynamics and a publicly available implementation: Copernicus. This framework combines performance-leading molecular dynamics parallelized on three levels (SIMD, threads, and message-passing) with kinetic clustering, statistical model building and real-time result monitoring. Copernicus enables execution as single parallel jobs with automatic resource allocation. Even for a small protein such as villin (9,864 atoms), Copernicus exhibits near-linear strong scaling from 1 to 5,376 AMD cores. Starting from extended chains we observe structures 0.6 Å from the native state within 30h, and achieve sufficient sampling to predict the native state without a priori knowledge after 80-90h. To match Copernicus'efficiency, a classical simulation would have to exceed 50 microseconds per day, currently infeasible even with custom hardware designed for simulations.

Original languageEnglish
Title of host publicationProceedings of 2011 SC - International Conference for High Performance Computing, Networking, Storage and Analysis
DOIs
StatePublished - 2011
Event2011 International Conference for High Performance Computing, Networking, Storage and Analysis, SC11 - Seattle, WA, United States
Duration: Nov 12 2011Nov 18 2011

Publication series

NameProceedings of 2011 SC - International Conference for High Performance Computing, Networking, Storage and Analysis

Conference

Conference2011 International Conference for High Performance Computing, Networking, Storage and Analysis, SC11
Country/TerritoryUnited States
CitySeattle, WA
Period11/12/1111/18/11

Fingerprint

Dive into the research topics of 'Copernicus: A new paradigm for parallel adaptive molecular dynamics'. Together they form a unique fingerprint.

Cite this