research.nvidia.com/publication/parallel-solution-sparse-triangular-linear-systems-preconditioned-iterative-methods-gpu
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9- titleParallel Solution of Sparse Triangular Linear Systems in the Preconditioned Iterative Methods on the GPU | Research
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- descriptionA novel algorithm for solving in parallel a sparse triangular linear system on a graphical processing unit is proposed. It implements the solution of the triangular system in two phases. First, the analysis phase builds a dependency graph based on the matrix sparsity pattern and groups the independent rows into levels. Second, the solve phase obtains the full solution by iterating sequentially across the constructed levels. The solution elements corresponding to each single level are obtained at once in parallel.
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