Carlos Natalino Da Silva
Carlos arbetar i forskargruppen Optiska nätverk.
Visar 24 publikationer
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case
A Heuristic Approach for the Design of UAV-Based Disaster Relief in Optical Metro Networks
Machine Learning for Optical Network Security Monitoring: A Practical Perspective
Forecasting power load curves from spatial and temporal mobile data
Design of Programmable Filterless Optical Networks
Network Slicing Automation: Challenges and Benefits
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks
Machine Learning for Optical Network Security Management
Network-wide localization of optical-layer attacks
Machine Learning for Cognitive Optical Network Security Management
The Optical RL-Gym: an open-source toolkit for applying reinforcement learning in optical networks
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups
Machine Learning Methods for Slice Admission in 5G Networks
One-Shot Learning for Modulation Format Identification in Evolving Optical Networks
Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks
Enhancing optical network security with machine learning
Reinforcement Learning for Slicing in a 5G Flexible RAN
Cost Benefits of Centralizing Service Processing in 5G Network Infrastructures
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