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Carlos Güemes-Palau

All authors are with the Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Barcelona, Catalonia, Spain

Papers on Lattice

1

Total citations

3

Topics

3

h-index

3

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

Frequent co-authors

Miquel Ferriol-Galm'es (1)Jordi Paillisse-Vilanova (1)Albert L'opez-Bresc'o (1)P. Barlet-Ros (1)A. Cabellos-Aparicio (1)

Papers (1)

Jan 15, 2025

Jan 15, 2025

RouteNet-Gauss: Hardware-Enhanced Network Modeling with Machine Learning

RouteNet-Gauss slashes network simulation time by 488x while boosting accuracy, by using a hardware testbed to turbocharge ML model training.

Carlos Güemes-Palau, Miquel Ferriol-Galm'es, Jordi Paillisse-Vilanova +3

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization