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ORCIDAleksandra Knapinska
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2020 – today
- 2024
[j4]Adam Wlodarczyk
, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Machine Learning Assisted Provisioning of Time-Varying Traffic in Translucent Optical Networks. IEEE Access 12: 110193-110212 (2024)- [j3]Piotr Lechowicz, Aleksandra Knapinska, Adam Wlodarczyk, Krzysztof Walkowiak:
Traffic weaver: Semi-synthetic time-varying traffic generator based on averaged time series. SoftwareX 28: 101946 (2024) - [c13]Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks. CNSM 2024: 1-5 - [c12]Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Impact of Geographical Constraints on the Performance of Intent-Based Networks. ICTON 2024: 1-4 - [c11]Adam Wlodarczyk, Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak:
Adaptive Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks. ICTON 2024: 1-4 - [c10]Katarzyna Duszynska, Pawel Polski, Michal Wlosek, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
XAI-Guided Optimization of a Multilayer Network Regression Model. IFIP Networking 2024: 769-774 - [i3]Piotr Lechowicz, Aleksandra Knapinska, Adam Wlodarczyk, Krzysztof Walkowiak:
Traffic Weaver: semi-synthetic time-varying traffic generator based on averaged time series. CoRR abs/2403.11388 (2024) - [i2]Omran Ayoub, Davide Andreoletti, Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Tiziano Leidi, Silvia Giordano, Cristina Rottondi, Krzysztof Walkowiak:
Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures. CoRR abs/2404.05304 (2024) - [i1]Leonardo Severi, Matteo Sacchetto, Andrea Bianco, Cristina Rottondi, Aleksandra Knapinska, Piotr Lechowicz:
Demonstration of a Networked Music Performance Experience with MEVO. CoRR abs/2404.09665 (2024) - 2023
- [j2]Aleksandra Knapinska, Róza Goscien, Piotr Lechowicz, Krzysztof Walkowiak:
Link load prediction in an optical network with restoration mechanisms. J. Opt. Commun. Netw. 15(5): B42-B52 (2023) - [c9]Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak:
Agnostic Prediction of Multiple Types of Time-Varying Traffic in Optical Networks. GLOBECOM 2023: 1131-1136 - [c8]Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak:
Performance Analysis of Multilayer Optical Networks with Time-Varying Traffic. ICTON 2023: 1-4 - [c7]Blazej Ulanowicz, Dawid Dopart, Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Combining Random Forest and Linear Regression to Improve Network Traffic Prediction. ICTON 2023: 1-4 - [c6]Aleksandra Knapinska, Piotr Lechowicz, Salvatore Spadaro, Krzysztof Walkowiak:
On Advantages of Traffic Prediction and Grooming for Provisioning of Time-Varying Traffic in Multilayer Networks. ONDM 2023: 1-6 - 2022
- [j1]Aleksandra Knapinska, Piotr Lechowicz, Weronika Wegier, Krzysztof Walkowiak:
Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning. Appl. Soft Comput. 130: 109694 (2022) - [c5]Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Prediction of Multiple Types of Traffic with a Novel Evaluation Metric Related to Bandwidth Blocking. GLOBECOM 2022: 2927-2932 - [c4]Róza Goscien, Aleksandra Knapinska:
Efficient Network Traffic Prediction After a Node Failure. ONDM 2022: 1-6 - [c3]Aleksandra Knapinska, Katarzyna Póltorak, Dominika Poreba, Jan Miszczyk, Mateusz Daniluk, Krzysztof Walkowiak:
On Feature Selection in Short-Term Prediction of Backbone Optical Network Traffic. ONDM 2022: 1-6 - [c2]Piotr Lechowicz, Aleksandra Knapinska, Krzysztof Walkowiak:
Delayed Squeezed Dedicated Path Protection in Spectrally-Spatially Flexible Optical Networks. RNDM 2022: 1-7 - 2021
- [c1]Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak:
Machine-Learning Based Prediction of Multiple Types of Network Traffic. ICCS (1) 2021: 122-136
Coauthor Index
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