Julian Bellavita

11 papers A 1B 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Avoiding Linear Algebraic Kernel K-Means on GPUs.
CoRR
Julian Bellavita, Matthew Rubino, Nakul Iyer, Andrew Chang, Aditya Devarakonda, Flavio Vella, Giulia Guidi
2026 J jnl
Communication-Avoiding SpGEMM via Trident Partitioning on Hierarchical GPU Interconnects.
CoRR
Julian Bellavita, Lorenzo Pichetti, Thomas Pasquali, Flavio Vella, Giulia Guidi
2025 B conf
Parallel GPU-Enabled Algorithms for SpGEMM on Arbitrary Semirings with Hybrid Communication.
ICPE
Thomas McFarland, Julian Bellavita, Giulia Guidi
2025 J jnl
Parallel GPU-Enabled Algorithms for SpGEMM on Arbitrary Semirings with Hybrid Communication.
CoRR
Thomas McFarland, Julian Bellavita, Giulia Guidi
2025 B conf
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra.
PPoPP
Julian Bellavita, Thomas Pasquali, Laura Del Rio Martin, Flavio Vella, Giulia Guidi
2025 J jnl
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra.
CoRR
Julian Bellavita, Thomas Pasquali, Laura Del Rio Martin, Flavio Vella, Giulia Guidi
2024 A conf
Tackling the Matrix Multiplication Micro-Kernel Generation with Exo.
CGO
Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez
2023 J jnl
Tackling the Matrix Multiplication Micro-kernel Generation with Exo.
CoRR
Adrián Castelló, Julian Bellavita, Grace Dinh, Yuka Ikarashi, Héctor Martínez
2023 — conf
symPACK: A GPU-Capable Fan-Out Sparse Cholesky Solver.
SC Workshops
Julian Bellavita, Mathias Jacquelin, Esmond G. Ng, Dan Bonachea, Johnny Corbino, Paul H. Hargrove
2022 — conf
Studying Scientific Data Lifecycle in On-demand Distributed Storage Caches.
SNTA@HPDC
Julian Bellavita, Alex Sim, Kesheng Wu, Inder Monga, Chin Guok, Frank Würthwein, Diego Davila
2022 J jnl
Studying Scientific Data Lifecycle in On-demand Distributed Storage Caches.
CoRR
Julian Bellavita, Alex Sim, Kesheng Wu, Inder Monga, Chin Guok, Frank Würthwein, Diego Davila