Unstructured grid applications on GPU: Performance analysis and improvement

ACM International Conference Proceeding Series

Volumn , Issue , 2011, Pages

  Solano Quinde, Lizandro ^a   Wang, Zhi Jian ^a   Bode, Brett ^b   Somani, Arun K ^a  

^a Iowa State University of Science and Technology   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

CUDA; GPGPU; GPU; unstructured grid

Indexed keywords

CUDA; GPGPU; GPU; INFORMATION UPDATES; MEMORY ACCESS; MEMORY ACCESS PATTERNS; MEMORY LATENCIES; PERFORMANCE ANALYSIS AND IMPROVEMENTS; PERFORMANCE CAPABILITY; POTENTIAL BENEFITS; SCIENTIFIC APPLICATIONS; THREE STAGES; UNSTRUCTURED GRID;

ALGORITHMS; COMPUTER GRAPHICS EQUIPMENT;

PROGRAM PROCESSORS;

EID: 79955076210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1964179.1964197     Document Type: Conference Paper

References (11)

1. Owens, J.D, Houston, M., Luebke, D., Green, S., Stone, J.E., Phillips, J.C., GPU Computing, Processdings of the IEEE, Vol. 95(5) pp. 879-899, 2008.
2. NVidia, NVIDIA CUDA Programming Guide v.2.3.1, Aug. 2009.
3. Owens, J.D, Luebke, D., Govindaraju, N., Harris, M., Kruger, J., Lefohn, A.E., Purcell, T., A Survey of General-Purpose Computation on Graphics Hardware, Computer Graphics Forum, Vol. 26(1) pp. 80-113, Mar. 2007.
4. Hu, H., Turner, E., Parallel CFD Computing Using Shared Memory OpenMP, Lecture Notes on Computer Science, pp. 1137-1146, 2001.
5. Mavriplis, D.J., Unstructured Grid Techniques, Anual Review of Fluid Mechanics, Vol. 29, pp. 473-514, Jan, 1997.
6. Kaushik, D.K., Keyes, D.E., Efficient Parallelization of an Unstructured Grid Solver: A Memory-Centric Approach, Istambul Technical University, 1999.
7. Asanovic, K., Bodik, R., Catanzaro, B., Gebis, J., Husbands, P., Keutzer, K., Patterson, D., Plischker, W., Shalf, J., Williams, S., Yelick, K., The Landscape of Parallel Computing Research: A View from Berkeley, Electrical Engineering and Computer Sciences, University of California, Berkeley, Technical Report No. UCB/EECS-2006-183, Dec. 18, 2006
8. Corrigan, A., Camelli, F., Rainald, L., Running Unstructured Grid Based CFD Solvers on Modern Graphics Hardware, 19th AIAA Computational Fluid Dynamics, Jun, 2009.
9. Guo, W., Jin, C., Jianhua, Li., High performance lattice Boltzmann algorithms for fluid flows, International Symposium on Information Science and Engineering, 2008.
10. Nickolls, J., Dally, W., The GPU Computing Era, Micro, IEEE, Vol: 30,2, pp: 56-69, Mar. 2010.
11. Wang, Z.J., Gao, H., A unifying lifting collocation penalty formulation including the discontinuous Galerkin, spectral volume/difference methods for conservation laws on mixed grids, Journal of Computational Physics, Vol: 228, 21, Nov. 2009.