DocumentCode :
2991092
Title :
Simulation of pollutant transport in shallow water on a CUDA architecture
Author :
Viñas, M. ; Lobeiras, J. ; Fraguela, B.B. ; Arenaz, M. ; Amor, M. ; Doallo, R.
Author_Institution :
Comput. Archit. Group (GAC), Univ. of A Coruna, A Coruna, Spain
fYear :
2011
fDate :
4-8 July 2011
Firstpage :
664
Lastpage :
670
Abstract :
Shallow water simulation enables the study of problems such as dam break, river, canal and coastal hydrodynamics, as well as the transport of inert substances, such as pollutants, on a fluid. This article describes a GPU efficient and cost-effective CUDA implementation of a finite volume numerical scheme for solving pollutant transport problems in bidimensional domains. The fluid is modeled by 2D shallow water equations, while the transport of pollutant is modeled by a transport equation. The 2D domain is discretized using a first order finite volume scheme. The evaluation using a realistic problem shows that the implementation makes a good usage of the computational resources, being very efficient for real-life complex simulations. The speedup reached allowed us to complete a simulation in 2 hours in contrast with the 239 hours (10 days) required by a sequential execution in a standard CPU.
Keywords :
computer graphic equipment; coprocessors; digital simulation; finite volume methods; flow simulation; hydrodynamics; mechanical engineering computing; parallel architectures; shallow water equations; water pollution; CUDA architecture; compute unified device architecture; first order finite volume scheme; graphics processing unit; hydrodynamics; pollutant transport simulation; shallow water simulation; transport equation; Biological system modeling; Computational modeling; Equations; Graphics processing unit; Kernel; Mathematical model; Water pollution; CUDA; GPGPU; Shallow water; finite volume methods; pollutant transport;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
High Performance Computing and Simulation (HPCS), 2011 International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-380-3
Type :
conf
DOI :
10.1109/HPCSim.2011.5999890
Filename :
5999890
Link To Document :
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