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Julian Bellavita

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Preprint Aug 2026

SpSYRK: Half the Work in Distributed Sparse Matrix Multiplication

The approach partitions the off-diagonal blocks of the output between the upper and lower triangular portions of the process grid and computes only the lower-triangular part of each diagonal block, reducing per-process communication and computation compared with state-of-the-art distributed SpGEMM.

Thomas McFarland, Julian Bellavita, G. Guidi · 0 citations

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