Machine Learning Classification and Regression Approaches for Optical Network Traffic Prediction

Szostak, Daniel and Włodarczyk, Adam and Walkowiak, Krzysztof

Electronics, 2021

Modeling and Prediction of Daily Traffic Patterns—WASK and SIX Case Study

Goścień, Róża and Knapińska, Aleksandra and Włodarczyk, Adam

Electronics, 2021

An Algorithm for Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks

Wlodarczyk, Adam and Lechowicz, Piotr and Szostak, Daniel and Walkowiak, Krzysztof

2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020

Fragmentation Metrics in Spectrally-Spatially Flexible Optical Networks

Lechowicz, Piotr and Tornatore, Massimo and Włodarczyk, Adam and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2020

Fragmentation metrics and fragmentation-aware algorithm for spectrally/spatially flexible optical networks

Lechowicz, Piotr and Tornatore, Massimo and Włodarczyk, Adam and Walkowiak, Krzysztof

Journal of Optical Communications and Networking, 2020

Short-Term Traffic Forecasting in Optical Network using Linear Discriminant Analysis Machine Learning Classifier

Szostak, Daniel and Walkowiak, Krzysztof and Wlodarczyk, Adam

2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020

Transponder Placement for Dynamic Lightpath Provisioning in Survivable Translucent Optical Networks

Walkowiak, Krzysztof and Goscien, Roza and Lechowicz, Piotr and Wlodarczyk, Adam and Klinkowski, Miroslaw

2020 22nd International Conference on Transparent Optical Networks (ICTON), 2020

Predeployment of Transponders for Dynamic Lightpath Provisioning in Translucent Spectrally–Spatially Flexible Optical Networks

Walkowiak, Krzysztof and Klinkowski, Mirosław and Włodarczyk, Adam and Kasprzak, Andrzej

Applied Sciences, 2020

Effective Worst-Case Crosstalk Estimation for Dynamic Translucent SDM Elastic Optical Networks

Walkowiak, Krzysztof and Wlodarczyk, Adam and Klinkowski, Miroslaw

ICC 2019 - 2019 IEEE International Conference on Communications (ICC), 2019

Data Analytics for Improving Performance of Spectrally-Spatially Flexible Optical Networks

Walkowiak, Krzysztof and Goscien, Roza and Lechowicz, Piotr and Wlodarczyk, Adam and Klinkowski, Miroslaw

2019 21st International Conference on Transparent Optical Networks (ICTON), 2019