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Advances, Systems and Applications

Table 4 Comparison of computational complexity

From: Unified ensemble federated learning with cloud computing for online anomaly detection in energy-efficient wireless sensor networks

Algorithm

Training Time (s)

Testing Time (s)

Number of model parameters

EFL

345

9

1335

OAD-EE

452

15

12,674

Baseline-AD

524

17

18,465

Unified Framework

376

15

5673