Title :
Scalable implementations of multipole-accelerated algorithms for molecular dynamics
Author :
Board, John A., Jr. ; Hakura, Ziyad S. ; Elliott, William D. ; Gray, Daniel C. ; Blanke, William J. ; Leathrum, James F., Jr.
Author_Institution :
Dept. of Electr. Eng., Duke Univ., Durham, NC, USA
Abstract :
We consider efficient, scalable solutions to the long-range force computation problem in molecular dynamics (MD) simulation. Straightforward implementation of a solver for the time-consuming Coulomb force yields O(N2) runtime for N atoms in a system; this quadratic complexity limits the size of systems that can be simulated. Exclusion of interactions beyond a certain cutoff radius reduces runtime but also negatively impacts simulation accuracy. By using algorithms based on the multipole expansion of the potential due to groups of charged particles, the work permits high-accuracy simulations which include all pair interactions (i.e. no truncation) at a runtime cost which grows linearly with the size of the system. The algorithms are parallelizable on a range of platforms; we concentrate on the Kendall Square KSR-1. We present results from four variants of the multipole-accelerated algorithms on systems of up to a million particles on up to 32 processors
Keywords :
computational complexity; digital simulation; molecular dynamics method; parallel algorithms; physics; physics computing; Kendall Square KSR-1; MD simulation; all pair interactions; charged particles; long-range force computation problem; molecular dynamics; multipole expansion; multipole-accelerated algorithms; parallel algorithms; parallelizable; quadratic complexity; runtime; scalable implementations; simulation accuracy; Atomic measurements; Biological information theory; Biological system modeling; Biology computing; Computational modeling; Costs; Hardware; Heuristic algorithms; Proteins; Runtime;
Conference_Titel :
Scalable High-Performance Computing Conference, 1994., Proceedings of the
Conference_Location :
Knoxville, TN
Print_ISBN :
0-8186-5680-8
DOI :
10.1109/SHPCC.1994.296631