US Patent 9426036 Mixture model approach for network forecasting

Disclosed are various embodiments that provide a mixture model approach to network forecasting. Network traffic models are generated for multiple host types. Weights are determined for the network traffic models. A network forecast is generated based at least in part on a hardware footprint forecast and on the network traffic models as weighted by the determined weights.