2 papers
cs.NI2026
High-speed Networking for Giga-Scale AI Factories
Sajy Khashab, Albert Gran Alcoz, Alon Gal +11
As distributed model training scales to span hundreds of thousands of GPUs, scale-out networks face unprecedented performance and efficiency demands. NVIDIA Spectrum-X Ethernet has…
cs.NI2024
FitNets: An Adaptive Framework to Learn Accurate Traffic Distributions
Alexander Dietmüller, Albert Gran Alcoz, Laurent Vanbever
Learning precise distributions of traffic features (e.g., burst sizes, packet inter-arrival time) is still a largely unsolved problem despite being critical for management tasks su…