Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data
Applying machine learning algorithms for assessing the transmission quality in optical
networks is associated with substantial challenges. Datasets that could provide training …
networks is associated with substantial challenges. Datasets that could provide training …
Ai application in next generation programmable networks
M Rasmus, Z Kopertowski… - … Conference on Software …, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) algorithms can provide an effective solution for dynamic and
automated network resource management in Software Defined Networking (SDN). In this …
automated network resource management in Software Defined Networking (SDN). In this …
A Comprehensive Study of Machine Learning Application to Transmission Quality Assessment in Optical Networks
This paper examines applying machine learning to the assessment of the quality of the
transmission in optical networks. The motivation for research into this problem derives from …
transmission in optical networks. The motivation for research into this problem derives from …
Ant Colony Algorithms Application for Telco Networks Performance with Multi-criteria Optimization
M Berliński, M Rasmus, Z Kopertowski… - 2023 International …, 2023 - ieeexplore.ieee.org
In future telecommunications networks, the management of network resources can benefit
significantly from using artificial intelligence algorithms. These algorithms offer dynamic and …
significantly from using artificial intelligence algorithms. These algorithms offer dynamic and …