Overcoming scaling challenges in biomolecular simulations across multiple platforms

NAMD† is a portable parallel application for biomolecular simulations. NAMD pioneered the use of hybrid spatial and force decomposition, a technique now used by most scalable programs for biomolecular simulations, including Blue Matter and Desmond developed by IBM and D. E. Shaw respectively. NAMD has been developed using Charm++ and benefits from its adaptive communicationcomputation overlap and dynamic load balancing. This paper focuses on new scalability challenges in biomolecular simulations: using much larger machines and simulating molecular systems with millions of atoms. We describe new techniques developed to overcome these challenges. Since our approach involves automatic adaptive runtime optimizations, one interesting issue involves dealing with harmful interaction between multiple adaptive strategies. NAMD runs on a wide variety of platforms, ranging from commodity clusters to supercomputers. It also scales to large machines: we present results for up to 65,536 processo...

• Type: Conference
• Year: 2008
• Where: IPPS
• Authors: Abhinav Bhatele, Sameer Kumar, Chao Mei, James C. Phillips, Gengbin Zheng, Laxmikant V. Kalé
• Keywords: Biomolecular Simulations, Blue Matter, Distributed And Parallel Computing, IPPS 2008, NAMD