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

Mohammad Kohankhaki, Valentin Rentschler, Anke Schmeink

In cross-silo split learning, Parallel Split Learning with Global Sampling forms representative pooled batches when class distributions differ across clients, but ignores client de…