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cs.MS2024
Interface for Sparse Linear Algebra Operations
Ahmad Abdelfattah, Willow Ahrens, Hartwig Anzt +32
The standardization of an interface for dense linear algebra operations in the BLAS standard has enabled interoperability between different linear algebra libraries, thereby boosti…
cs.CE2024
Iterative Methods in GPU-Resident Linear Solvers for Nonlinear Constrained Optimization
Kasia Świrydowicz, Nicholson Koukpaizan, Maksudul Alam +3
Linear solvers are major computational bottlenecks in a wide range of decision support and optimization computations. The challenges become even more pronounced on heterogeneous ha…