Aleksandra Knapinska
Showing 17 publications
Hit-Less Dynamic Reallocation for Time-Varying Traffic in Translucent SDM Optical Networks
Dynamic ML Model Updating Strategies for Detection of Evolving Network Attacks
Provisioning Anycast Connections in Traffic-Prediction-Assisted Multilayer Networks
Graph-Based Machine Learning Estimation Methods for Backbone Optical Network Optimization
Explaining Aggregated Network Traffic Predictors
Energy Efficiency Analysis of Multilayer Networks with Time-Varying Traffic
Machine Learning Assisted Provisioning of Time-Varying Traffic in Translucent Optical Networks
XAI-Guided Optimization of a Multilayer Network Regression Model
Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks
Impact of Geographical Constraints on the Performance of Intent-Based Networks
Application of Ensemble Regression Methods in Elastic Optical Network Optimization
Explainable Artificial Intelligence-Guided Optimization of ML-Based Traffic Prediction
Traffic weaver: Semi-synthetic time-varying traffic generator based on averaged time series
Adaptive Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks
PRODIGY+: a robust progressive upgrade approach for elastic optical networks
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