Table 4 Computation time for FL algorithms across varying numbers of clients.
From: A comparative study of federated learning methods for COVID-19 detection
Method | 3 clients (s) | 5 clients (s) | 8 clients (s) | 10 clients (s) |
|---|---|---|---|---|
FedAVG | 8934 | 8975 | 9002 | 9030 |
FedSGD | 8810 | 8853 | 9013 | 9052 |
CWT | 5119 | 5450 | 5383 | 5556 |
STWT | 2805 | 5243 | 6101 | 6129 |
SWT | 543 | 547 | 589 | 618 |
