Hyperparameter and network topology selection in network demand forecasting

摘要: Approaches for optimizing network demand forecasting models and topology using hyperparameter selection are provided. An approach includes defining a pool of features that usable in predict resources, wherein the at least one historical feature event feature. The also generating, computer device, an optimal model subset selected from features. further predicting future on model. additionally allocating resources based predicted demand.