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Author

Stefan Schmid

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Preprint Oct 2025

SHORTCUT: In-Collective Topology Reconfiguration for Low-Latency AllReduce

Distributed ML training relies on efficient AllReduce communication to aggregate data across nodes. In this setting, reconfigurable optical interconnects offer high-bandwidth, energy-efficient direct links between accelerators but often produce ring-based topologies that remain static during a collective. The Ring AllR...

Sarah-Michelle Hammer, Anton Juerss, Stefan Schmid · 4 citations

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