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15th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'03)
A Parallel Implementation of the LTSn Method for a Radiative Transfer Problem
S?o Paulo, SP - Brazil
November 10-November 12
ISBN: 0-7695-2046-4
Roberto P. Souto, INPE - National Institute for Space Research - Brazil
Haroldo F. de Campos Velho, INPE - National Institute for Space Research - Brazil
Stephan Stephany, INPE - National Institute for Space Research - Brazil
Airam J. Preto, INPE - National Institute for Space Research - Brazil
Cynthia F. Segatto, Universidade Federal do Rio Grande do Sul
Marco T. Vilhena, Universidade Federal do Rio Grande do Sul
A radiative transfer solver that implements the LTSn method was optimized and parallelized using the MPI message passing communication library. Timing and profiling information was obtained for the sequential code in order to identify performance bottlenecks. Performance tests were executed in a distributed memory parallel machine, a multicomputer based on IA-32 architecture. The radiative transfer equation was solved for a cloud test case to evaluate the parallel performance of the LTSnmethod. The LTSn-code include spatial discretization of the domain and Fourier decomposition of the radiances leading to independent azimuthal modes. This yields an independent radiative transfer equation for each mode that can be executed by a different processor in a parallel implementation. Speed-up results show that the parallel implementation is suitable for the used architecture.
Citation:
Roberto P. Souto, Haroldo F. de Campos Velho, Stephan Stephany, Airam J. Preto, Cynthia F. Segatto, Marco T. Vilhena, "A Parallel Implementation of the LTSn Method for a Radiative Transfer Problem," sbac-pad, pp.116, 15th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'03), 2003
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