Aleksandra Knapinska

According to our database, Aleksandra Knapinska authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Traffic Weaver: semi-synthetic time-varying traffic generator based on averaged time series.

Piotr Lechowicz, Aleksandra Knapinska, Adam Wlodarczyk, Krzysztof Walkowiak

CoRR, 2024

2023

Link load prediction in an optical network with restoration mechanisms.

Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Krzysztof Walkowiak

J. Opt. Commun. Netw., May, 2023

On Advantages of Traffic Prediction and Grooming for Provisioning of Time-Varying Traffic in Multilayer Networks.

Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak

Proceedings of the International Conference on Optical Network Design and Modeling, 2023

Combining Random Forest and Linear Regression to Improve Network Traffic Prediction.

Blazej Ulanowicz, Dawid Dopart, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Performance Analysis of Multilayer Optical Networks with Time-Varying Traffic.

Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Agnostic Prediction of Multiple Types of Time-Varying Traffic in Optical Networks.

Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak

Proceedings of the IEEE Global Communications Conference, 2023

2022

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

Aleksandra Knapinska, Piotr Lechowicz, Weronika Wegier, Krzysztof Walkowiak

Appl. Soft Comput., 2022

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

Piotr Lechowicz, Aleksandra Knapinska, Krzysztof Walkowiak

Proceedings of the 12th International Workshop on Resilient Networks Design and Modeling, 2022

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

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

Proceedings of the International Conference on Optical Network Design and Modeling, 2022

Efficient Network Traffic Prediction After a Node Failure.

Róza Goscien, Aleksandra Knapinska

Proceedings of the International Conference on Optical Network Design and Modeling, 2022

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

Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the IEEE Global Communications Conference, 2022

2021

Machine-Learning Based Prediction of Multiple Types of Network Traffic.

Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the Computational Science - ICCS 2021, 2021