Author

Jakob Krebs

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Preprint Oct 2026

Ofan: Optimal Load Balancing for AI Training

Ofan, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing, is suggested, a switch-based destination-aware LB scheme that can reach $O(1)$ queueing.

Sarah McClure, E. Cohen, Jakob Krebs et al. · 0 citations

Jul 2026

MoX: Efficient MoE Routing on Direct-Connect Topologies

This work shows that efficient offline-optimized routing enables efficient MoE training and inference on direct-connect topologies without the need for MoE traffic matrix or dynamic topology reconfiguration.

Ori Cohen, Jakob Krebs, Daniel Amir et al. · arXiv.org · 0 citations