Cloud Resource Demand Prediction Based on VMD-GRU-TCN Hybrid Model.
Junyi LiuFanping ZengJingfei ShenWeikang ZhangYufan TaoShengkun TaoPublished in: BigCom (2022)
Keyphrases
- hybrid model
- forecasting accuracy
- arima model
- artificial neural networks
- hybrid models
- prediction accuracy
- support vector regression
- cloud computing
- back propagation neural network
- resource management
- support vector machine svm
- resource allocation
- prediction error
- autoregressive conditional heteroscedasticity
- resource requirements
- prediction algorithm
- prediction model
- data center
- service level agreements
- regression model
- non stationary
- data management
- pattern recognition
- support vector