DocumentCode :
1570605
Title :
GPGPU supported cooperative acceleration in molecular dynamics
Author :
Chen, Gang ; Li, Guobo ; Pei, Songwen ; Wu, Baifeng
Author_Institution :
Sch. of Comput. Sci., Fudan Univ., Shanghai
fYear :
2009
Firstpage :
113
Lastpage :
118
Abstract :
Molecular dynamics simulations have become a significant computational approach to study complicated physical phenomena at the atomic level. Nevertheless, accurate simulations are limited in size and timescale by the available computing resources, which make the simulations very time-consuming. This consequentially leads to tremendous computational requirements. Therefore, the need for speeding up this process is crucial. In this paper, we present a novel implementation to accelerate molecular dynamics simulations with GPGPU (general purpose graphics processing unit). Our goal is to reduce the total computational time of MD simulations at a very high performance/cost ratio with the introduction of the GPGPU algorithm. This is motivated by their enhanced programmability, attractive cost/performance ratio and incredible growth in speed. To demonstrate that GPGPUs already provide an inexpensive alternative to scientific applications, we have used AMD´s Brook+ streaming programming environment to implement a new parallel algorithm. Our experimental results show the novel approach achieves speedup by the factor of fifteen compared to the corresponding sequential implementation.
Keywords :
computer graphic equipment; molecular dynamics method; parallel algorithms; physics computing; AMD´s Brook+ streaming programming environment; GPGPU supported cooperative acceleration; general purpose graphics processing unit; molecular dynamics simulations; parallel algorithm; Acceleration; Arithmetic; Biomedical computing; Computational modeling; Computer simulation; Costs; Graphics; High performance computing; Parallel algorithms; Physics computing; Brook+; GPGPU; GPU; Molecular dynamics (MD);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design, 2009. CSCWD 2009. 13th International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4244-3534-0
Electronic_ISBN :
978-1-4244-3535-7
Type :
conf
DOI :
10.1109/CSCWD.2009.4968044
Filename :
4968044
Link To Document :
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