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Latency-Aware Client Assignment for Parallel Split Learning With Global Sampling

Kohankhaki, Mohammad et al.
arXiv (All) · Papers
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In cross-silo split learning, Parallel Split Learning with Global Sampling forms representative pooled batches when class distributions differ across clients, but ignores client delay when several clients can supply the same class. We introduce Latency Budgeted Parallel Split Learning with Global Sa
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