Carlos Natalino Da Silva
Showing 64 publications
P5: Event-driven Policy Framework for P4-based Traffic Engineering
Machine-Learning-as-a-Service for Optical Network Automation
A Flexible and Scalable ML-Based Diagnosis Module for Optical Networks: A Security Use Case
DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres
Machine-Learning-as-a-Service for Optical Networks: Use Cases and Benefits
Benefits of Pod dimensioning with best-effort resources in bare metal cloud native deployments
Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources
Optical Network Automation and Programmability for 6G: State-of-the-Art, Vision, and Challenges
P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks
Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring
P5: Event-driven Policy Framework for P4-based Traffic Engineering
Cascading-failure-Aware Disaster Recovery in Optical Cloud Networks
Machine learning for network security management, attacks, and intrusions detection
Root Cause Analysis for Autonomous Optical Network Security Management
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation
Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems
Linear Regression vs. Deep Learning for Signal Quality Monitoring in Coherent Optical Systems
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning
Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems
Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services
Network automation: challenges, enablers, and benefits
A GPU-assisted NFV framework for intrusion detection system
Autonomous Security Management in Optical Networks
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers
Content placement in 5G-enabled edge/core data center networks resilient to link cut attacks
Design of Programmable Filterless Optical Networks
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
Functional Metrics to Evaluate Network Vulnerability to Disasters
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
The Optical RL-Gym: an open-source toolkit for applying reinforcement learning in optical networks
Structural Methods to Improve the Robustness of Anycast Communications to Large-Scale Failures
Machine Learning for Cognitive Optical Network Security Management
Network-wide localization of optical-layer attacks
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups
Infrastructure upgrade framework for content delivery networks robust to targeted attacks
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
Energy- and fatigue-aware RWA in optical backbone networks
Cost Benefits of Centralizing Service Processing in 5G Network Infrastructures
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
Download publication list
You can download this list to your computer.
Filter and download publication list
As logged in user (Chalmers employee) you find more export functions in MyResearch.
You may also import these directly to Zotero or Mendeley by using a browser plugin. These are found herer:
Zotero Connector
Mendeley Web Importer
The service SwePub offers export of contents from Research in other formats, such as Harvard and Oxford in .RIS, BibTex and RefWorks format.
Showing 4 research projects
Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)
Automation of Network edge Infrastructure & Applications with aRtificiAl intelligence, ANIARA
Smart City Concepts in Curitiba - low-carbon transport and mobility in a digital society