Abstract: Sparse matrices and linear algebra are at the heart of scientific simulations. More than 70 sparse matrix storage formats have been developed over the years, targeting a wide range of ...

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Abstract: This paper introduces sTiles, a GPU-accelerated software framework that computes factorization of sparse structured symmetric matrices. By leveraging tile algorithms to achieve fine-grained ...