Author

Hyojin Kim

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Preprint Sep 2026

Sharing a Fabric with Collective Communication: Two Storage Penalties in Deep Learning Training

This work shows that node-local NVMe staging via DYAD eliminates both effects of I/O stall latency and traffic-class contention on collective communication by keeping storage I/O off that path.

Chen Wang, Wen-Zhao Wu, Hyojin Kim et al. · 0 citations