Basic HTML version of Foils prepared 15 March 1996

Foil 9 Parallelization of LU NAS Benchmark and Gauss Seidel Iteration

From Further PDE Solvers for the NAS Benchmarks CPSP713 Case studies in Computational Science -- Spring Semester 1996. by Geoffrey C. Fox


This is interesting and has identical issues to those of parallelizing Gauss-Seidel Iterative solver where one preserves natural update order and does not use red-black artifice
Note that for Elliptic solvers natural lexicographic ordering
  • Index in x direction runs fastest, then that in h and then that in z
Has similar convergence properties to red-black ordering
As red-black has simple parallelization, one always uses this
However according to:
  • Solution of Regular Sparse Triangular Linear Systems on Vector and Distributed-Memory Processors by E. Barszcz, R. Fatoohi, V. Venkatakrishnan, S. Weeratunga, RNR-93-007 (NASA Ames Memo)
  • This looks at LU NAS Benchmark for Cray YMP, CM-2, and iPSC860.
This is NOT true for hyperbolic solvers where lexicographic ordering seems superior to red-black ordering.



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