Degree programme
Programme Structure
Show/Search Programme
Degree Programme
Quantitative data
International context
Customized Schedule
Your customized time schedule has been disabled
Search a Professor
Professor's activities
Search a Course
Search a Course (system prior D.M. n. 509)
Search Lessons taught in English
Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorTornatore Massimo
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/03 - Telecommunications
Curriculum VitaeDownload CV (217.02Kb - 01/10/2016)

Professor's office hours
D.E.I.3333WednesdayFrom 11:30
To 12:30
Professor's personal websitehttp://home.dei.polimi.it/tornator/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Datacenter-Carrier Cooperation over Optical Networks during Disaster Recovery (Show >>)
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks (Show >>)
Spectrum and Cost Savings from Beyond-100Gbaud Optical Transponders (Show >>)
Journal Articles
Coflow scheduling and placement for packet-switched optical datacenter networks (Show >>)
Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths (Show >>)
Machine-Learning-Enabled DDoS Attacks Detection in P4 Programmable Networks (Show >>)
Multilayer protection-at-lightpath for reliable slicing with isolation in optical metro-aggregation networks (Show >>)
On Deep Reinforcement Learning for Static Routing and Wavelength Assigment (Show >>)
Tutorial on filterless optical networks [Invited] (Show >>)

List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Rivista
Machine Learning Algorithms Based on Haplotype Libraries for Classification of Stillbirth Susceptibility in Holstein Cows (Show >>)
Abstract in Atti di convegno
An Approach to Large-scale Disaster-Resilient Optical Networks with Openness and Disaggregation (Show >>)
Conference proceedings
C to C+L Bands Upgrade with Resource Re-provisioning in Optical Backbone Networks (Show >>)
Cross-Layer Design to Optimize Optical Amplifier Placement in Metro Networks (Show >>)
Experimental Demonstration of Suppression of Cascaded Performance Degradation in Multi-core Fiber Networks with Burst-mode EDFA (Show >>)
Optical Metro Network Design with Low Cost of Equipment (Show >>)
Protection Strategies for Dynamic VNF Placement and Service Chaining (Show >>)
Quantifying Resource Savings from Low-Margin Design in Optical Networks with Probabilistic Constellation Shaping (Show >>)
Reliable Provisioning for Dynamic Content Requests in Optical Metro Networks (Show >>)
Reoptimizing Network Slice Embedding on EON-enabled Transport Networks (Show >>)
Strategies for Dedicated Path Protection in Filterless Optical Networks (Show >>)
Survivable Virtual Network Mapping against Double-Link Failures Based on Virtual Network Capacity Sharing (Show >>)
Virtual Network Mapping vs Embedding with Link Protection in Filterless Optical Networks (Show >>)
Journal Articles
A novel bandwidth allocation scheme for OTSS-enabled flex-grid intra-datacenter networks (Show >>)
C+L-band upgrade strategies to sustain traffic growth in optical backbone networks (Show >>)
Cascading-failure-resilient interconnection for interdependent power grid - Optical network (Show >>)
Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited] (Show >>)
Disaster resilience of optical networks: State of the art, challenges, and opportunities (Show >>)
Dynamic secret-key provisioning in quantum-secured passive optical networks (PONs) (Show >>)
Energy-Efficient vBBU Migration and Wavelength Reassignment in Cloud-Fog RAN (Show >>)
Guest Editorial Latest Advances in Optical Networks for 5G Communications and beyond (Show >>)
Guest Editors' Introduction: Special Section on Design and Management of Reliable Communication Networks (Show >>)
Intelligent Reflecting Surface Assisted Anti-Jamming Communications: A Fast Reinforcement Learning Approach (Show >>)
Machine learning regression for QoT estimation of unestablished lightpaths (Show >>)
Network-Based Contact Tracing for Detection of Covid-19 Contagions: A Privacy-Preserving Approach (Show >>)
Online Virtual Machine Evacuation for Disaster Resilience in Inter-Data Center Networks (Show >>)
Progressive Slice Recovery With Guaranteed Slice Connectivity After Massive Failures (Show >>)
QoT-Aware Optical Amplifier Placement in Filterless Metro Networks (Show >>)
Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks (Show >>)
Survivable Virtual Network Mapping with Fiber Tree Establishment in Filterless Optical Networks (Show >>)

List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Alert-Based Network Reconfiguration and Data Evacuation (Show >>)
Fundamentals of Communication Networks Resilience to Disasters and Massive Disruptions (Show >>)
Reliable Control and Data Planes for Softwarized Networks (Show >>)
Resilient NFV Technology and Solutions (Show >>)
Conference proceedings
A Techno-Economic Comparison of Filterless and Wavelength-Switched Optical Metro Networks (Show >>)
Active vs Transfer Learning Approaches for QoT Estimation with Small Training Datasets (Show >>)
Deferred Protection of Deadline-Driven Requests in Inter-Datacenter Elastic Optical Networks (Show >>)
Disruption-minimized Re-adaptation of Virtual Links in Elastic Optical Networks (Show >>)
Dynamic DU/CU Placement for 3-layer C-RANs in Optical Metro-Access Networks (Show >>)
Experimental Demonstration of Optical Multicast Packet Transmissions in Optical Packet/Circuit Integrated Networks (Show >>)
Intelligent Reflecting Surface Assisted Anti-Jamming Communications Based on Reinforcement Learning (Show >>)
Machine Learning Regression vs. Classification for QoT Estimation of Unestablished Lightpaths (Show >>)
Machine-learning-assisted DDoS attack detection with P4 language (Show >>)
Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions (Show >>)
Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool (Show >>)
Reliable Slicing with Isolation in Optical Metro-Aggregation Networks (Show >>)
Survivable Virtual Network Mapping in Filterless Optical Networks (Show >>)
Towards explainable artificial intelligence for network function virtualization (Show >>)
Traffic-Adaptive Re-Configuration of Programmable Filterless Optical Networks (Show >>)
Transfer Learning across Different Lightpaths for Failure-Cause Identification in Optical Networks (Show >>)
Scientific Books
Handbook of Optical Networks (Show >>)
Journal Articles
A Privacy-Preserving Reinforcement Learning Algorithm for Multi-Domain Virtual Network Embedding (Show >>)
Auto-Scaling Network Service Chains Using Machine Learning and Negotiation Game (Show >>)
Cost-Efficient VNF Placement and Scheduling in Public Cloud Networks (Show >>)
Dynamic 5G RAN slice adjustment and migration based on traffic prediction in WDM metro-aggregation networks (Show >>)
Dynamic routing, spectrum, and modulation-format allocation in mixed-grid optical networks (Show >>)
Emergency OPM Recreation and Telemetry for Disaster Recovery in Optical Networks (Show >>)
Fragmentation-Aware Algorithm with Bordering Super-Channels in Spectrally/Spatially-Flexible Optical Networks (Show >>)
Isolation-Aware 5G RAN Slice Mapping over WDM Metro-Aggregation Networks (Show >>)
Joint Optimization of Survivability and Energy Efficiency in 5G C-RAN with mm-Wave Based RRH (Show >>)
Joint Progressive Network and Datacenter Recovery after Large-Scale Disasters (Show >>)
Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks (Show >>)
Measurement and control of geo-location privacy on Twitter (Show >>)
Minimum-Cost Optical Amplifier Placement in Metro Networks (Show >>)
On Dynamic Service Chaining in Filterless Optical Metro-Aggregation Networks (Show >>)
Optimal cache deployment for video-on-demand in optical metro edge nodes under limited storage capacity (Show >>)
Reducing probes for quality of transmission estimation in optical networks with active learning (Show >>)
Reliable Slicing of 5G Transport Networks with Bandwidth Squeezing and Multi-Path Provisioning (Show >>)
Reprovisioning for Latency-aware Dynamic Service Chaining in Metro Networks (Show >>)
Survivable virtual network mapping with content connectivity against multiple link failures in optical metro networks (Show >>)
Virtualized controller placement for multi-domain optical transport networks using machine learning (Show >>)

List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Method for monitoring an optical communications system (Show >>)
Conference proceedings
A Techno-Economic Evaluation of VNF Placement Strategies in Optical Metro Networks (Show >>)
Achieving a Fully-Flexible Virtual Network Embedding in Elastic Optical Networks (Show >>)
An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching (Show >>)
Caching Placement Strategies for Dynamic Content Delivery in Metro Area Networks (Show >>)
DU/CU Placement for C-RAN over Optical Metro-Aggregation Networks (Show >>)
Demand-adaptive VNF placement and scheduling with low latency in optical datacenter networks (Show >>)
Efficient Online Virtual Machines Migration for Alert-Based Disaster Resilience (Show >>)
Energy-Efficient BaseBand Processing via vBBU Migration in Virtualized Cloud-Fog RAN (Show >>)
Latency-Aware Traffic Grooming for Dynamic Service Chaining in Metro Networks (Show >>)
Logical Network Mapping With Content Connectivity Against Multiple Link Failures in Optical Metro Networks (Show >>)
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks (Show >>)
Privacy-Preserving Caching in ISP Networks (Show >>)
Reliable Slicing of 5G Transport Networks with Dedicated Protection (Show >>)
Routing and Spectrum Allocation with Amplifier Placement in Elastic Metro-Aggregation Networks (Show >>)
Routing and Spectrum Assignment Integrating Machine-Learning-Based QoT Estimation in Elastic Optical Networks (Show >>)
Slice-Aware Service Restoration with Recovery Trucks for Optical Metro-Access Networks (Show >>)
Using Active Learning to Decrease Probes for QoT Estimation in Optical Networks (Show >>)
Virtual Network Embedding with Path-based Latency Guarantees in Elastic Optical Networks (Show >>)
Virtualized Controller Placement for Multi-Domain Optical Transport Networks (Show >>)
Journal Articles
A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks (Show >>)
A Tutorial on Machine Learning for Failure Management in Optical Networks (Show >>)
An Overview on Application of Machine Learning Techniques in Optical Networks (Show >>)
Crosstalk-aware core and spectrum assignment in a multicore optical link with flexible grid (Show >>)
Data evacuation from data centers in disaster-affected regions through software-defined satellite networks (Show >>)
Edge Computing and Networking: A Survey on Infrastructures and Applications (Show >>)
Energy-Efficient Video-On-Demand Content Caching and Distribution in Metro Area Networks (Show >>)
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions (Show >>)
Latency-Aware CU Placement/Handover in Dynamic WDM Access-Aggregation Networks (Show >>)
Low-Latency and Energy-Efficient BBU Placement and VPON Formation in Virtualized Cloud-Fog RAN (Show >>)
Provisioning Short-Term Traffic Fluctuations in Elastic Optical Networks (Show >>)
Resilient BBU placement in 5G C-RAN over optical aggregation networks (Show >>)
Transceivers and Spectrum Usage Minimization in Few-Mode Optical Networks (Show >>)

List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Metodo per monitorare un sistema di comunicazioni ottiche (Show >>)
Conference proceedings
An Inter-Modal-Coupling-Aware Heuristic Algorithm for Routing, Spectrum and Mode Assignment in Few-Mode Optical Networks (Show >>)
An Online Strategy for Service Degradation with Proportional QoS in Elastic Optical Networks (Show >>)
Auto-Scaling VNFs Using Machine Learning to Improve QoS and Reduce Cost (Show >>)
Combating Resource Crunch in an Optical Network: Demand-Responsive Dynamic OSNR Margin Allocation (Show >>)
Coordinating Multi-access Edge Computing with Mobile Fronthaul for Optimizing 5G End-to-End Latency (Show >>)
Cost-Efficient Resource Sharing in Ethernet-based 5G Mobile Fronthaul Networks (Show >>)
Discovering the Geographic Distribution of Live Videos’ Users: a Privacy-Preserving Approach (Show >>)
Dynamic Controller Deployment for Mixed-Grid Optical Networks (Show >>)
Dynamic Routing and Spectrum Assignment in Co-Existing Fixed/Flex-Grid Optical Networks (Show >>)
Energy-Efficient Lightpath Reconfiguration in a Decomposed-AWGR-Based Passive WDM Fronthaul (Show >>)
Filterless and semi-filterless solutions in a Metro-HAUL network architecture (Show >>)
Fragmentation Metrics in Spectrally-Spatially Flexible Optical Networks (Show >>)
Insights from Analysis of Video Streaming Data to Improve Resource Management (Show >>)
Machine-learning-based soft-failure detection and identification in optical networks (Show >>)
Modulation Format, Spectrum and Core Assignment in a Multicore Flexi-Grid Optical Link (Show >>)
Optimal Cache Deployment for Video-on-Demand Delivery in Optical Metro-Area Networks (Show >>)
Service Chain (SC) Mapping with Multiple SC Instances in a Wide Area Network (Show >>)
Survivable BBU Placement for C-RAN over Optical Aggregation Networks (Show >>)
Virtual-Mobile-Core Placement for Metro Network (Show >>)
Virtual-network-function placement for dynamic service chaining in metro-area networks (Show >>)
Journal Articles
A Scalable Approach for Service Chain (SC) Mapping with Multiple SC Instances in a Wide-Area Network (Show >>)
A survey on high-precision time synchronization techniques for optical datacenter networks and a zero-overhead microsecond-accuracy solution (Show >>)
Bandwidth provisioning for virtual machine migration in cloud: Strategy and application (Show >>)
Content Fragmentation: A Redundancy Scheme to Save Energy in Cloud Networks (Show >>)
Dynamic Workload Migration over Backbone Network to Minimize Data Center Electricity Cost (Show >>)
Energy-Efficient Dynamic Lightpath Adjustment in a Decomposed AWGR-Based Passive WDM Fronthaul (Show >>)
Enhancing RAN throughput by optimized CoMP controller placement in optical metro networks (Show >>)
Machine-learning method for quality of transmission prediction of unestablished lightpaths (Show >>)
Multiplexing Gain and Processing Savings of 5G Radio-Access-Network Functional Splits (Show >>)
Network Performance Trade-Off in Modular Data Centers With Optical Spatial Division Multiplexing (Show >>)
On service-chaining strategies using Virtual Network Functions in operator networks (Show >>)
Power reduction strategies with differentiated quality of protection in IP-over-WDM networks (Show >>)
QoE Enhancement Schemes for Video in Converged OFDMA Wireless Networks and EPONs (Show >>)
RASCAR: Recovery-Aware Switch-Controller Assignment and Routing in SDN (Show >>)
Resource Allocation in Optical Networks Secured by Quantum Key Distribution (Show >>)
Robust hierarchical control plane for Transport Software-Defined Networks (Show >>)
Running the Network Harder: Connection Provisioning under Resource Crunch (Show >>)
Scheduling with machine-learning-based flow detection for packet-switched optical data center networks (Show >>)
To be neutral or not neutral? The in-network caching dilemma (Show >>)
Traffic Classification and Sifting to Improve TDM-EPON Fronthaul Upstream Efficiency (Show >>)
manifesti v. 3.5.2 / 3.5.2
Area Servizi ICT