Aleksandra Knapinska

According to our database, Aleksandra Knapinska authored at least 19 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

SoftwareX, 2024

Demonstration of a Networked Music Performance Experience with MEVO.

Leonardo Severi, Matteo Sacchetto, Andrea Bianco, Cristina Rottondi, Aleksandra Knapinska, Piotr Lechowicz

CoRR, 2024

Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures.

Omran Ayoub, Davide Andreoletti, Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Tiziano Leidi, Silvia Giordano, Cristina Rottondi, Krzysztof Walkowiak

CoRR, 2024

Machine Learning Assisted Provisioning of Time-Varying Traffic in Translucent Optical Networks.

Adam Wlodarczyk, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

IEEE Access, 2024

XAI-Guided Optimization of a Multilayer Network Regression Model.

Katarzyna Duszynska, Pawel Polski, Michal Wlosek, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the IFIP Networking Conference, 2024

Adaptive Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks.

Adam Wlodarczyk, Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Impact of Geographical Constraints on the Performance of Intent-Based Networks.

Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks.

Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak

Proceedings of the 20th International Conference on Network and Service Management, 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