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Author

Talha Mehboob

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Jul 2026

PowerScale: Energy-Efficient Geo-Distributed Model Training with Federated Datacenter Power

PowerScale is presented, a hierarchical aggregation system that exploits the latency hierarchy of wide-area networks and shortens synchronization barriers and replaces per-site WAN transmissions with fewer, pre-aggregated transmissions at a lower frequency.

Talha Mehboob, Zhe Xu, Michael Zink et al. · 0 citations

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