Advances, Systems and Applications
Table 1 Performance Comparison of Network Traffic Prediction Models
From: Adaptive device sampling and deadline determination for cloud-based heterogeneous federated learning
Model | MAE | MSE | MAPE |
|---|---|---|---|
LSTM | 0.5837 | 0.0032 | 0.0032 |
SVM | 1.9859 | 7.2680 | 0.7444 |
RandomForest | 1.6372 | 4.6821 | 0.6720 |
Autoencoder | 3.0674 | 13.7687 | 0.704 |