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. 2024 Jan 9;14:903. doi: 10.1038/s41598-024-51344-9

Table 3.

Computation and communication cost comparison with baselines.

Method Model size (MB) Computation cost (MFLOPS) Communication cost (min)
DF_FL54 1212 977.47 120
FedCG30 175.15 144.72 51.4
Proposed method Total: 172.88 147.21 50.87
ClusterGAN: 81.18 68.54
CNN for multi-domain learning: 89.67 78.46
GAT: 2.03 0.21