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cs.DC2025
Parallel GPU-Enabled Algorithms for SpGEMM on Arbitrary Semirings with Hybrid Communication
Thomas McFarland, Julian Bellavita, Giulia Guidi
Sparse General Matrix Multiply (SpGEMM) is key for various High-Performance Computing (HPC) applications such as genomics and graph analytics. Using the semiring abstraction, many…
cs.DC2025★ 2 cited
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra
Julian Bellavita, Thomas Pasquali, Laura Del Rio Martin +2
K-means is a popular clustering algorithm with significant applications in numerous scientific and engineering areas. One drawback of K-means is its inability to identify non-linea…