Nokia Solutions and Networks Oy

Haiyong Fu

Abhaya Asthana

Rashid Mijumbi

Markku Koivunen

Qinjun Zhu

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.

Growing community of inventors

Shanghei, China

Haiyong Fu