Paolo Monti
Paolo Monti är biträdande professor och chef för enheten Optiska nätverk vid avdelningen för Kommunikation, antenner och optiska nätverk.
Visar 91 publikationer
Hybrid FSO–THz Technologies for 6G Access Networks: A Cost-Availability Trade-off Analysis
Optimizing telemetry forwarding for distributed failure recovery in packet-optical networks
Enhancing Operational Security of Human-to-Machine Applications through Concept Drift Detection
QoT Estimation with Margin-Driven Transfer Learning in Time-Varying Optical Networks
Optical Network Automation, Programmability, and AI: the Path to 6G Readiness
Natural Language Interpretability for ML-Based QoT Estimation via Large Language Models
Towards Better QoT Estimation: An ML Architecture with Link-Level Embedding Layers
IntentLLM: An AI Chatbot to Create, Find, and Explain Slice Intents in TeraFlowSDN
Analyzing Ultra-Low Inter-Core Crosstalk Fibers in Band and Space Division Multiplexing EONs
Optical Networking Gym: an open-source toolkit for resource assignment problems in optical networks
Hacking Quantum Key Distribution over Space Division Multiplexing System
AI/ML-as-a-Service for optical network automation: use cases and challenges [Invited]
Proactive Relocation for Survivable Cloud Services
Joint Fragmentation- and QoT-Aware RBMSA in Dynamic Multi-Band Elastic Optical Networks
Towards Explainable Reinforcement Learning in Optical Networks: The RMSA Use Case
DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks
Towards Efficient Confluent Edge Networks
Cluster-based unsupervised method for eavesdropping detection and localization in WDM systems
Asynchronous Federated Split Learning
Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks
Trade-Offs in Implementing Unsupervised Anomaly Detection with TAPI-Based Streaming Telemetry
A Cost Assessment Methodology for User-Centric Distributed Massive MIMO Architectures
TAPI-based Telemetry Streaming in Multi-Domain Optical Transport Network
ML-Assisted Optimal Power and GSNR Estimation in Multi-band Elastic Optical Networks
Physical layer encryption-based secure slicing in 5G RAN with hybrid-trusted links
Techno-economics of 5G transport deployments
Demonstrating the Benefits of Service-Aware Pod Autoscaling with Shared Resources
P5: Event-driven Policy Framework for P4-based Traffic Engineering
Detection of abnormal activities on a SM or MM fiber
Cascading-failure-Aware Disaster Recovery in Optical Cloud Networks
Machine-Learning-as-a-Service for Optical Networks: Use Cases and Benefits
P4-based Telemetry Processing for Fast Soft Failure Recovery in Packet-Optical Networks
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring
Benefits of Pod dimensioning with best-effort resources in bare metal cloud native deployments
Designing and Operating Optical Transport Networks in 5G and Beyond Scenarios
A Flexible and Scalable ML-Based Diagnosis Module for Optical Networks: A Security Use Case
Eavesdropping Detection and Localization in WDM Optical System
DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres
Machine-learning-based method for fiber-bending eavesdropping detection
Techno-economics of Fiber vs. Microwave for Mobile Transport Network Deployments [Invited]
Cluster-Based Method for Eavesdropping Identification and Localization in Optical Links
Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
Eavesdropping G.652 vs. G.657 fibres: a performance comparison
Introduction to the ONDM 2021 special issue
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation
Virtual Networking for Lowering Cost of Ownership
Reliable Slicing in Optical Metro Networks with Reconfigurable Backup Resources
Fiber- vs. Microwave-based 5G Transport: a Total Cost of Ownership Analysis
End-to-End Provisioning of Latency and Availability Constrained 5G Services
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers
Optimal QoS-Aware Allocation of Virtual Network Resources to Mixed Mobile-Optical Network Slices
Evolving 5G: ANIARA, an edge-cloud perspective
A Resource Sharing Method for Reliable Slice as a Service Provisioning in 5G Metro Networks
Network automation: challenges, enablers, and benefits
TeraFlow: Secured autonomic traffic management for a tera of SDN flows
Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication
Storage Protection with Connectivity and Processing Restoration for Survivable Cloud Services
Availability-Guaranteed Service Function Chain Provisioning with Optional Shared Backups
Forecasting power load curves from spatial and temporal mobile data
The Optical RL-Gym: an open-source toolkit for applying reinforcement learning in optical networks
Total Cost of Ownership of Digital vs. Analog Radio-Over-Fiber Architectures for 5G Fronthauling
A Heuristic Approach for the Design of UAV-Based Disaster Relief in Optical Metro Networks
Network Slicing Automation: Challenges and Benefits
Optical Transport Network Design for 5G Fixed Wireless Access
Reinforcement Learning for Slicing in a 5G Flexible RAN
A Shared-Path Shared-Compute Planning Strategy for a Resilient Hybrid C-RAN
Machine Learning Methods for Slice Admission in 5G Networks
A Slice Admission Policy Based on Big Data Analytics for Multi-Tenant 5G Networks
Energy- and fatigue-aware RWA in optical backbone networks
Techno-economic and business feasibility analysis of 5G transport networks
Cost Benefits of Centralizing Service Processing in 5G Network Infrastructures
Cost-Optimal Deployment of a C-RAN with Hybrid Fiber/FSO Fronthaul
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
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Visar 11 forskningsprojekt
Efficient Confluent Edge Networks (ECO-eNET)
National Quantum Communication Infrastructure in Sweden
Nationell Quantum Communication Infrastructure Sweden
Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)
Automation of Network edge Infrastructure & Applications with aRtificiAl intelligence, ANIARA
Photonics Platform to Transform Mobile Fronthaul Infrastructure
Smarta stadskoncepter i Curitiba - lågkolhalt transport och rörlighet i det digitala samhället
5G System Technological Enhancements Provided by Fiber Wireless Deployments