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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
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Informazioni
DocenteTornatore Massimo
QualificaProfessore ordinario a tempo pieno
Dipartimento d'afferenzaDipartimento di Elettronica, Informazione e Bioingegneria
Gruppo Scientifico DisciplinareIINF-03/A - Telecomunicazioni
Curriculum VitaeScarica il CV (217.02Kb - 01/10/2016)
OrcIDhttps://orcid.org/0000-0003-0740-1061

Contatti
Orario di ricevimento
DipartimentoPianoUfficioGiornoOrarioTelefonoFaxNote
D.E.I.3333MercoledìDalle 11:30
Alle 12:30		+39.2399.3683+39.2399.3413---
E-mailmassimo.tornatore@polimi.it
Pagina web redatta a cura del docentehttp://home.dei.polimi.it/tornator/

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2026 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
Coordinating CCL Re-optimization and WAN Reconfiguration for Cross-Regional AI Acceleration (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2025 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
An Overview on Multi-Layer Design of OTN-over-WDM Metro Networks with Low Equipment Cost (Mostra >>)
Capacity Scaling Limits of DCI Networks: A Comparative Study of ZR, ZR+, and High-Performance Transponders (Mostra >>)
Cross-Band vs Mono-Band Regeneration in C+L Optical Networks: Benefits and Trade-Off Analysis (Mostra >>)
Data-Driven Failure Localization in Multi-Core Optical Networks (Mostra >>)
Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN (Mostra >>)
Digital Pre-Distortion for Drivers and SOAs Nonlinearities Enabling Power Budget Extension (Mostra >>)
Failure Localization in Disaggregated Optical Networks: Application of Vertical Federated Learning on Heterogeneous Data (Mostra >>)
Flow-Rule Generation for SDN Using LLMs with Retry-Based Deployment Validation (Mostra >>)
Hollow Core Fiber as a Long-Term Solution for Capacity Scaling in Optical Networks (Mostra >>)
Inputs Refinement with Incremental Learning for Accurate Digital Twin of Optical Networks (Mostra >>)
Link Configuration for Fidelity-Constrained Entanglement Routing in Quantum Networks (Mostra >>)
Minimum-Cost Traffic Grooming in Metro Optical Networks with Co-Existing Muxponders and OTN Grooming Boards (Mostra >>)
On the Benefits of Hollow-Core Fiber in Next-Generation Optical Networks [Invited] (Mostra >>)
On the Benefits of Programmable FON for Low-Cost OTN-Over-WDM Metro Networks (Mostra >>)
Power Consumption Analysis of QKD Networks Under Different Protocols and Detector Configurations. (Mostra >>)
Routing and Wavelength Assignment with Minimal Attack Radius for QKD Networks (Mostra >>)
SCALE-CCL: A Scalable Collective Communication Library for Wide-Area Distributed Training (Mostra >>)
Seamless Upgrade from C+L to C+L+S Bands in Optical Networks with Interim Lightpath Re-Allocation (Mostra >>)
Articoli su riviste
67.2 Tbit/s Real-Time DCI Transmission Demonstration Using Single Seamless SOA (Mostra >>)
Capacity Sharing for Survivable Virtual Network Mapping Against Double-Link Failures (Mostra >>)
Cost and power-consumption analysis for power profile monitoring with multiple monitors per link in optical networks (Mostra >>)
Design with low cost of equipment for metro filterless optical networks (Mostra >>)
Experimental demonstration of local AI-Agents for lifecycle management and control automation of optical networks (Mostra >>)
Failure management in optical networks with ML: a tutorial on applications, challenges, and pitfalls [Invited] (Mostra >>)
From amplifiers to OTN boards: Multi-layer optimization for low-cost optical metro networks (Mostra >>)
Hollow-Core Fibers for Latency-Constrained and Low-Cost Edge Data Center Networks (Mostra >>)
Incremental planning with dual-fiber distributed Raman amplification in (C + L + S) networks (Mostra >>)
Multi-Failure Localization in High-Degree ROADM-based Optical Networks using Rules-Informed Neural Networks (Mostra >>)
Trajectory-based post-disaster content evacuation in inter-DC optical networks under cascading failures (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2024 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Poster
Poster: Flexible Scheduling of Network and Computing Resources for Distributed AI Tasks (Mostra >>)
Contributo in Atti di convegno
A Distributed-Ledger-based Multi-Entity Cooperation Platform for Network-Cloud Recovery (Mostra >>)
Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited] (Mostra >>)
Availability-Guaranteed Differentiated Provisioning in Integrated Satellite-Terrestrial Optical Networks (Mostra >>)
Content Evacuation in Inter-DC Optical Networks under Post-Disaster Cascading Failures (Mostra >>)
DC-Carrier Cooperation for Rapid Restoration against PNE-Node Failure in Optical Networks (Mostra >>)
First Experimental Demonstration of Full Lifecycle Automation of Optical Network through Fine-Tuned LLM and Digital Twin (Mostra >>)
Hollow-Core-Fiber Placement in Latency-Constrained Metro Networks with edgeDCs (Mostra >>)
Increasing Information-Carrying Capacity by Exploiting Diverse Traffic Characteristics in Multi-Band Optical Networks (Mostra >>)
Integrating PPE and Inputs Refinement for Enhanced QoT Estimation and Optimization in an Optical Mesh Network (Mostra >>)
Investigation of SOA Nonlinear Impairments Dependency on Transmission System Parameters (Mostra >>)
Joint QoT-aware optimization of OTN and WDM layers for low-cost optical metro networks (Mostra >>)
Minimizing Power Consumption in IPoWDM Networks with ZR/ZR+ Using Network Reconfiguration (Mostra >>)
Network for AI: Communication-Efficient Federated Learning with MST-based Scheduling and Multi-Aggregation over Optical Networks (Mostra >>)
On High-Power Optical Amplification in Hollow Core Fibers for Energy Efficiency and Network Throughput Maximization (Mostra >>)
Open Implementation of a Large Language Model Pipeline for Automated Configuration of Software-Defined Optical Networks (Mostra >>)
Resource Re-Allocation for Pre-Planned Power Outages in Optical Networks (Mostra >>)
Resource-Efficient Implementation of Multiple Concurrent Tree-Based Models in P4 Switches using Feature Sharing (Mostra >>)
Shared-Protected Backup Paths Assignment with Mode Group Division Multiplexing in Optical Networks (Mostra >>)
Throughput Increase in Multi-Fiber Networks using Partial Lane-Change Capabilities (Mostra >>)
Throughput Maximization in (C+L+S) Networks with Incremental Deployment of HFAs and 3Rs (Mostra >>)
Throughput Maximization in Multi-Band Optical Networks with Column Generation (Mostra >>)
Vertical Federated Learning for Failure Localization in Partially Disaggregated Optical Networks (Mostra >>)
Articoli su riviste
DRL-based progressive recovery for quantum-key-distribution networks (Mostra >>)
Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends (Mostra >>)
Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks (Mostra >>)
Digital-twin-based active input refinement for insertion loss estimation and QoT optimization in C and C + L networks (Mostra >>)
GSNR-aware resource re-provisioning for C to C+L-bands upgrade in optical backbone networks (Mostra >>)
Guest Editors’ Introduction: Special Issue on Robust and Resilient Future Communication Networks (Mostra >>)
MEC-enabled Edge Network Deployment with Converged Fiber and Millimeter-Wave Communications (Mostra >>)
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach (Mostra >>)
Power-consumption analysis for different IPoWDM network architectures with ZR/ZR+ and long-haul muxponders (Mostra >>)
Resilience enhancement in open network–cloud ecosystems through disaggregation and cooperation [Invited] (Mostra >>)
Routing, Channel, Key-Rate, and Time-Slot Assignment for QKD in Optical Networks (Mostra >>)
Scheme of carrier cooperation with coordinated scheduling for faster and lower-cost failure/disaster recovery (Mostra >>)
Zero-cost upgrade to a multi-fiber network with partial lane-change capabilities (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2023 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Poster
Poster: Continual Network Learning (Mostra >>)
Contributo in Atti di convegno
A Novel Strategy of Carrier Cooperation with Coordinated Scheduling for Swift Failure/Disaster Recovery (Mostra >>)
Adaptive Entanglement Routing for Quantum Networks with Cutoff (Mostra >>)
An effective Strategy for Link Upgrade from C to C+L Band in Elastic Optical Backbone Networks (Mostra >>)
Cost and Power-Consumption Analysis for Power Profile Monitoring in Optical Networks (Mostra >>)
Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning (Mostra >>)
DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator (Mostra >>)
Digital Twin-based Insertion Loss Estimator for Anomalous Loss Localization and Network Equalization Enhancement (Mostra >>)
Evaluation of Power Consumption in 5G Networks at sub-6 GHz and mmWave (Mostra >>)
Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Recon figuration (Mostra >>)
Impact of WDM-Band Drop on $\mathrm{S}+\mathrm{C}+\mathrm{L}$ Multi-Band Optical Transmission Systems (Mostra >>)
ML-Assisted Restoration Planning and Upgrade with Low Design Margins (Mostra >>)
Machine Learning-Based Line-Of-Sight Prediction in Urban Manhattan-Like Environments (Mostra >>)
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms (Mostra >>)
Meta-Learning-based Failure Localization with Digital-Twin-enabled Multi-Mirror Models in Optical Networks (Mostra >>)
Progressive Quantum Key Distribution Network Recovery after Massive Failures (Mostra >>)
Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost (Mostra >>)
Quantum Key Distribution with Trusted Relay using an ETSI-compliant Software-Defined Controller (Mostra >>)
Resource Allocation in Optical Networks with Mode Group Division Multiplexing and Light Trail (Mostra >>)
Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks (Mostra >>)
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems (Mostra >>)
Articoli su riviste
DRL-Assisted Reoptimization of Network Slice Embedding on EON-Enabled Transport Networks (Mostra >>)
DeepLS: Local Search for Network Optimization based on Lightweight Deep Reinforcement Learning (Mostra >>)
Dual-Stage Planning for Elastic Optical Networks Integrating Machine-Learning-Assisted QoT Estimation (Mostra >>)
Experimental impact of power re-optimization in a mesh network (Mostra >>)
Guest Editors’ Introduction: Special Section on Robust and Reliable Networks of the Future (Mostra >>)
IC-QKD: An Information-Centric Quantum Key Distribution Network (Mostra >>)
Infrastructure-efficient Virtual-Machine Placement and Workload Assignment in Cooperative Edge-Cloud Computing Over Backhaul Networks (Mostra >>)
Maximizing Revenue With Adaptive Modulation and Multiple FECs in Flexible Optical Networks (Mostra >>)
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks (Mostra >>)
Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation (Mostra >>)
Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties (Mostra >>)
Real-Time 59.2 Tb/s Unrepeated Transmission Over 201.6 km Using Ultra-Wideband SOA as High-Power Booster (Mostra >>)
Reliable Provisioning With Degraded Service Using Multipath Routing From Multiple Data Centers in Optical Metro Networks (Mostra >>)
Resource-efficient protection scheme for optical service units in fifth-generation fixed networks (Mostra >>)
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C + L) networks (Mostra >>)
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation (Mostra >>)
Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service (Mostra >>)


Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2022 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Machine Learning methods for Quality-of-Transmission estimation (Mostra >>)
Contributo in Atti di convegno
A Pragmatic Power-Consumption Analysis for IPoWDM Networks with ZR/ZR+ Modules (Mostra >>)
A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks (Mostra >>)
Anomaly Detection and Localization in NFV Systems: an Unsupervised Learning Approach (Mostra >>)
Availability Evaluation of Service Function Chains Under Different Protection Schemes (Mostra >>)
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks (Mostra >>)
Datacenter-Carrier Cooperation over Optical Networks during Disaster Recovery (Mostra >>)
Experimental Demonstration of Multipath and Continuous Repetition in Optical Packet/Circuit Networks (Mostra >>)
Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks (Mostra >>)
If Not Here, There. Explaining Machine Learning Models for Fault Localization in Optical Networks (Mostra >>)
Joint Routing, Channel, and Key-Rate Assignment for Resource-Efficient QKD Networking (Mostra >>)
Low-Margin Optical-Network Design with Multiple Physical-Layer Parameter Uncertainties (Mostra >>)
Minimizing Cost of Hierarchical OTN Traffic Grooming Boards in Mesh Networks (Mostra >>)
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks (Mostra >>)
Selective Hybrid EDFA/Raman Amplifier Placement to Avoid Lightpath Degradation in (C+L) Networks (Mostra >>)
Spectrum and Cost Savings from Beyond-100Gbaud Optical Transponders (Mostra >>)
Strategic Cooperation among Datacenter Providers and Optical-Network Carriers for Disaster Recovery (Mostra >>)
Articoli su riviste
Coflow scheduling and placement for packet-switched optical datacenter networks (Mostra >>)
Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths (Mostra >>)
Dynamic Decomposition of Service Function Chain Using a Deep Reinforcement Learning Approach (Mostra >>)
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks (Mostra >>)
Flexible Technologies to Increase Optical Network Capacity (Mostra >>)
Guest Editors Introduction: Special Section on Recent Advances in the Design and Management of Reliable Communication Networks (Mostra >>)
Machine-Learning-Enabled DDoS Attacks Detection in P4 Programmable Networks (Mostra >>)
Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards (Mostra >>)
Multilayer protection-at-lightpath for reliable slicing with isolation in optical metro-aggregation networks (Mostra >>)
On Deep Reinforcement Learning for Static Routing and Wavelength Assignment (Mostra >>)
Progressive Slice Recovery With Guaranteed Slice Connectivity After Massive Failures (Mostra >>)
Survivable Virtual Network Mapping with Fiber Tree Establishment in Filterless Optical Networks (Mostra >>)
Tutorial on filterless optical networks [Invited] (Mostra >>)
manifesti v. 3.13.7 / 3.13.7
Area Servizi ICT
14/03/2026