Machine Learning Methods for Traffic Prediction in Dynamic Optical Networks with Service Chains. - Daniel Szostak; Krzysztof Walkowiak (ICTON, 2019)

Short-Term Traffic Forecasting in Optical Network using Linear Discriminant Analysis Machine Learning Classifier. - Daniel Szostak; Krzysztof Walkowiak; Adam Wlodarczyk (ICTON, 2020)

An Algorithm for Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks. - Adam Wlodarczyk; Piotr Lechowicz; Daniel Szostak; Krzysztof Walkowiak (ICTON, 2020)

Machine Learning Ensemble Methods for Optical Network Traffic Prediction. - Daniel Szostak (CISIS-ICEUTE, 2021)