Advances, Systems and Applications
Table 12 MAPE percentage increase/decrease of the compared models in [44] with respect to our proposed model
From: VTGAN: hybrid generative adversarial networks for cloud workload prediction
Compared models | VTGAN (LSTM-based) | VTGAN (GRU-based) |
|---|---|---|
ARIMA | +310.3931% | +319.8652% |
LSTM | +29.9369% | +39.4091% |
GRU | +32.7286% | +42.2007% |
Bi-LSTM | +29.7153% | +39.1874% |
BHyPreC | +19.3998% | +28.8719% |