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cs.NI2025
Short-circuiting Rings for Low-Latency AllReduce
Sarah-Michelle Hammer, Stefan Schmid, Rachee Singh +1
Efficient collective communication is critical for many distributed ML and HPC applications. In this context, it is widely believed that the Ring algorithm for the AllReduce collec…
cs.NI2024★ 1 cited
Credence: Augmenting Datacenter Switch Buffer Sharing with ML Predictions
Vamsi Addanki, Maciej Pacut, Stefan Schmid
Packet buffers in datacenter switches are shared across all the switch ports in order to improve the overall throughput. The trend of shrinking buffer sizes in datacenter switches…