1. Parallel molecular dynamics: communication requirements for massively parallel machines
- Author
-
Kathryn E. Arnold, Rick L. Stevens, and Valerie Taylor
- Subjects
Parallel processing (DSP implementation) ,Iterative method ,Computer science ,Scalability ,Mesh networking ,Bandwidth (signal processing) ,Benchmark (computing) ,Parallel computing ,Decomposition method (constraint satisfaction) ,Massively parallel ,Computational science - Abstract
Molecular mechanics and dynamics are becoming widely used to perform simulations of molecular systems, from large-scale computations of materials to the design and modeling of drug compounds. In this paper we address two major issues: a good decomposition method that can take advantage of future massively parallel processing systems for modest-sized problems in the range of 50,000 atoms and the communication requirements needed to achieve 30 to 40% efficiency on MPPs. We analyzed a scalable benchmark molecular dynamics program executing on the Intel Touchstone Deleta parallelized with an interaction decomposition method. Using a validated analytical performance model of the code, we determined that for an MPP with a four-dimensional mesh topology and 400 MHz processors the communication startup time must be at most 90 clock cycles and the network bandwidth must be at least 2.3 GB/s. This configuration results in 30 to 40% efficiency of the MPP for a problem with 50,000 atoms executing on 50,000 processors. >
- Published
- 2002
- Full Text
- View/download PDF