3 citations · 5 across the 6 of their papers we have counts for
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Prefix Sums via Kronecker Products
Aleksandros Sobczyk, Anastasios Zouzias
In this work, we revisit prefix sums through the lens of linear algebra. We describe an identity that decomposes triangular all-ones matrices as a sum of two Kronecker products, an…
Segmented Operations using Matrix Multiplications
Aleksandros Sobczyk, Giuseppe Sorrentino, Anastasios Zouzias
Specialized computational units that perform small matrix multiplications as primitive operations are typically present in modern AI accelerators. However, these Matrix Multiplicat…
Parallel Scan on Ascend AI Accelerators
Bartłomiej Wróblewski, Gioele Gottardo, Anastasios Zouzias
We design and implement parallel prefix sum (scan) algorithms using Ascend AI accelerators. Ascend accelerators feature specialized computing units: the cube units for efficient ma…