Communication Cost Analysis on Federated Learning Coordination
4Total Upload VolumeFedMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedMDFrequency=per-round, Scale=per-hospital2026.05 | 4 | 4 | 8 | |
| FedAvg / FedProxPrecision=32-bit, Backbone=ResNet-50, Frequency=per-round, Scale=per-hospital2026.05 | 102.2 | 102.2 | 204.5 | |
| ChainLearnFrequency=per-round, Scale=per-hospital2026.05 | 128 | 96 | 224 |