Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning

Knapińska, Aleksandra and Lechowicz, Piotr and Węgier, Weronika and Walkowiak, Krzysztof

Applied Soft Computing, 2022
W ramach projektu MAAN

Efficient Network Traffic Prediction After a Node Failure

Goscien, Roza and Knapinska, Aleksandra

2022 International Conference on Optical Network Design and Modeling (ONDM), 2022
W ramach projektu MAAN

On Feature Selection in Short-Term Prediction of Backbone Optical Network Traffic

Knapinska, Aleksandra and Poltorak, Katarzyna and Poreba, Dominika and Miszczyk, Jan and Daniluk, Mateusz and Walkowiak, Krzysztof

2022 International Conference on Optical Network Design and Modeling (ONDM), 2022
W ramach projektu MAAN

Delayed Squeezed Dedicated Path Protection in Spectrally-Spatially Flexible Optical Networks

Lechowicz, Piotr and Knapinska, Aleksandra and Walkowiak, Krzysztof

2022 12th International Workshop on Resilient Networks Design and Modeling (RNDM), 2022

Short-Term Network Traffic Prediction with Multilayer Perceptron

Ganowicz, Agnieszka and Starosta, Bartosz and Knapinska, Aleksandra and Walkowiak, Krzysztof

2022 6th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI), 2022
W ramach projektu MAAN

Prediction of Multiple Types of Traffic with a Novel Evaluation Metric Related to Bandwidth Blocking

Knapinska, Aleksandra and Lechowicz, Piotr and Walkowiak, Krzysztof

GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2022
W ramach projektu MAAN

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

Goścień, Róża and Knapińska, Aleksandra and Włodarczyk, Adam

Electronics, 2021
W ramach projektu MAAN

Fragmentation-Aware Traffic Grooming with Lane Changes in Spectrally–Spatially Flexible Optical Networks

Lechowicz, Piotr and Knapińska, Aleksandra and Goścień, Róża

Electronics, 2021
W ramach projektu MAAN

Machine-Learning Based Prediction of Multiple Types of Network Traffic

Knapińska, Aleksandra and Lechowicz, Piotr and Walkowiak, Krzysztof

Lecture Notes in Computer Science, 2021
W ramach projektu MAAN