Title :
Relationships between efficiency of dynamic load balancing and particle concentration for parallel molecular dynamics simulation
Author :
Hayashi, Ryoko ; Horiguchi, Susumu
Author_Institution :
Sch. of Inf. Sci., Japan Adv. Inst. of Sci. & Technol., Ishikawa, Japan
Abstract :
This paper addresses a dynamic load balancing method of domain decomposition for 3-dimensional molecular dynamics on parallel computers. In order to reduce inter-processor communication overhead, we are introducing a concept of permanent cells to the dynamic load balancing method. Molecular dynamics simulations on a parallel computer T3E prove that the proposed method using load balancing much improves the execution time. Furthermore, we analyze theoretical effective ranges of the dynamic load balancing method, and compare them with experimental effective ranges obtained by parallel molecular dynamics simulations. As the result, the theoretical upper bounds predict experimental effective ranges. Moreover, with a very low density, DLB is more effective on smaller number of PEs.
Keywords :
molecular dynamics method; parallel algorithms; resource allocation; domain decomposition; dynamic load balancing; inter-processor communication overhead; parallel computer T3E; parallel computers; parallel molecular dynamics simulation; particle concentration; upper bounds;
Conference_Titel :
High Performance Computing in the Asia-Pacific Region, 2000. Proceedings. The Fourth International Conference/Exhibition on
Conference_Location :
Beijing, China
Print_ISBN :
0-7695-0589-2
DOI :
10.1109/HPC.2000.843583