METHODS AND SYSTEMS FOR GENERATION AND ADAPTATION OF NETWORK BASELINES

Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.