Novel Asynchronous Algorithms and Software for Large Sparse Systems

Lead Research Organisation: University of Edinburgh
Department Name: Edinburgh Parallel Computing Centre

Abstract

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Publications

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Bethune I (2013) Performance analysis of asynchronous Jacobi's method implemented in MPI, SHMEM and OpenMP in The International Journal of High Performance Computing Applications

 
Description We have gained a better understanding of the usefulness of asynchronous algorithms for solving large sparse linear systems on very high core counts, and of the best ways to implement these algorithms using modern parallel programming models.
Exploitation Route The findings could be used by the implementers of numerical library software for future, very large HPC systems.
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