Title :
Copernicus: A new paradigm for parallel adaptive molecular dynamics
Author :
Pronk, Sander ; Larsson, Per ; Pouya, Iman ; Bowman, Gregory R. ; Haque, Imran S. ; Beauchamp, Kyle ; Hess, Berk ; Pande, Vijay S. ; Kasson, Peter M. ; Lindahl, Erik
Author_Institution :
Dept. of Theor. Phys., R. Inst. of Technol., Stockholm, Sweden
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 A 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.
Keywords :
bioinformatics; message passing; molecular dynamics method; multi-threading; parallel processing; pattern clustering; proteins; resource allocation; statistical analysis; AMD cores; Copernicus; SIMD; automatic resource allocation; biomolecular simulation; kinetic clustering; message-passing; parallel adaptive molecular dynamics; performance-leading molecular dynamics; protein; real-time result monitoring; statistical model building; supercomputer; threads; villin; Adaptation models; Biological system modeling; Computational modeling; Computer architecture; Markov processes; Proteins; Servers;
Conference_Titel :
High Performance Computing, Networking, Storage and Analysis (SC), 2011 International Conference for
Conference_Location :
Seatle, WA
Electronic_ISBN :
978-1-4503-0771-0