NAMD2: Greater scalability for parallel molecular dynamics

Citation
L. Kale et al., NAMD2: Greater scalability for parallel molecular dynamics, J COMPUT PH, 151(1), 1999, pp. 283-312
Citations number
51
Categorie Soggetti
Physics
Journal title
JOURNAL OF COMPUTATIONAL PHYSICS
ISSN journal
00219991 → ACNP
Volume
151
Issue
1
Year of publication
1999
Pages
283 - 312
Database
ISI
SICI code
0021-9991(19990501)151:1<283:NGSFPM>2.0.ZU;2-9
Abstract
Molecular dynamics programs simulate the behavior of biomolecular systems, leading to understanding of their functions. However, the computational com plexity of such simulations is enormous. Parallel machines provide the pote ntial to meet this computational challenge. To harness this potential, it i s necessary to develop a scalable program. It is also necessary that the pr ogram be easily modified by application-domain programmers. The NAMD2 progr am presented in this paper seeks to provide these desirable features. It us es spatial decomposition combined with force decomposition to enhance scala bility. It uses intelligent periodic load balancing, so as to maximally uti lize the available compute power. It is modularly organized, and implemente d using Charm++, a parallel C++ dialect, so as to enhance its modifiability . It uses a combination of numerical techniques and algorithms to ensure th at energy drifts are minimized, ensuring accuracy in long running calculati ons. NAMD2 uses a portable run-time framework called Converse that also sup ports interoperability among multiple parallel paradigms. As a result, diff erent components of applications can be written in the most appropriate par allel paradigms. NAMD2 runs on most parallel machines including workstation clusters and has yielded speedups in excess of 180 on 220 processors. This paper also describes the performance obtained on some benchmark applicatio ns. (C) 1999 Academic Press.