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Sparse Linear System Solvers on GPUs: Parallel Preconditioning, Workload Balancing, and Communication Reduction.

. Jaume I University, Spain, (2019)

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Communication in task-parallel ILU-preconditioned CG solvers using MPI + OmpSs., , , , and . Concurr. Comput. Pract. Exp., (2017)Load-balancing Sparse Matrix Vector Product Kernels on GPUs., , , , , , , , and . ACM Trans. Parallel Comput., 7 (1): 2:1-2:26 (2020)Residual Replacement in Mixed-Precision Iterative Refinement for Sparse Linear Systems., , , , and . ISC Workshops, volume 11203 of Lecture Notes in Computer Science, page 554-561. Springer, (2018)Ginkgo: A Modern Linear Operator Algebra Framework for High Performance Computing., , , , , , , , and . ACM Trans. Math. Softw., 48 (1): 2:1-2:33 (2022)Balanced CSR Sparse Matrix-Vector Product on Graphics Processors., and . Euro-Par, volume 10417 of Lecture Notes in Computer Science, page 697-709. Springer, (2017)Ginkgo: A high performance numerical linear algebra library., , , , , , , , and . J. Open Source Softw., 5 (52): 2260 (2020)Adaptive precision in block-Jacobi preconditioning for iterative sparse linear system solvers., , , , and . Concurr. Comput. Pract. Exp., (2019)Batched Gauss-Jordan Elimination for Block-Jacobi Preconditioner Generation on GPUs., , , and . PMAM@PPoPP, page 1-10. ACM, (2017)Variable-Size Batched Gauss-Huard for Block-Jacobi Preconditioning., , , , and . ICCS, volume 108 of Procedia Computer Science, page 1783-1792. Elsevier, (2017)Variable-Size Batched LU for Small Matrices and Its Integration into Block-Jacobi Preconditioning., , , and . ICPP, page 91-100. IEEE Computer Society, (2017)