Francesco Musumeci
Orcid: 0000-0002-3617-5916Affiliations:
- Polytechnic University of Milan, Italy
According to our database1,
Francesco Musumeci
authored at least 112 papers
between 2011 and 2024.
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Bibliography
2024
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach.
IEEE Trans. Netw. Serv. Manag., October, 2024
ASAP Hardware Failure-Cause Identification in Microwave Networks Using Venn-Abers Predictors.
IEEE Trans. Netw. Serv. Manag., October, 2024
IEEE Trans. Netw. Serv. Manag., February, 2024
Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks.
J. Opt. Commun. Netw., 2024
J. Opt. Commun. Netw., 2024
Shared-Protected Backup Paths Assignment with Mode Group Division Multiplexing in Optical Networks.
CoRR, 2024
A Power-Consumption Analysis for Different IPoWDM Network Architectures with ZR/ZR+ and Long-Haul Muxponders.
CoRR, 2024
Network for AI: Communication-Efficient Federated Learning with MST-based Scheduling and Multi-Aggregation over Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024
Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited].
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024
Joint QoT-Aware Optimization of OTN and WDM Layers for Low-Cost Optical Metro Networks.
Proceedings of the IEEE International Conference on Communications, 2024
Vertical Federated Learning for Failure Localization in Partially Disaggregated Optical Networks.
Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024
2023
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks.
J. Opt. Commun. Netw., October, 2023
Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties.
J. Opt. Commun. Netw., July, 2023
Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards.
Ann. des Télécommunications, June, 2023
Proceedings of the International Conference on Optical Network Design and Modeling, 2023
Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning.
Proceedings of the IEEE International Conference on Communications, 2023
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms.
Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023
Proceedings of the 19th International Conference on Network and Service Management, 2023
2022
Progressive Slice Recovery With Guaranteed Slice Connectivity After Massive Failures.
IEEE/ACM Trans. Netw., 2022
Survivable Virtual Network Mapping With Fiber Tree Establishment in Filterless Optical Networks.
IEEE Trans. Netw. Serv. Manag., 2022
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C + L) networks.
JOCN, 2022
Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths [Invited].
JOCN, 2022
J. Netw. Syst. Manag., 2022
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks.
Comput. Networks, 2022
Proceedings of the 12th International Workshop on Resilient Networks Design and Modeling, 2022
If Not Here, There. Explaining Machine Learning Models for Fault Localization in Optical Networks.
Proceedings of the International Conference on Optical Network Design and Modeling, 2022
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Availability Evaluation of Service Function Chains Under Different Protection Schemes.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks.
Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks, 2022
Joint Routing, Channel, and Key-Rate Assignment for Resource-Efficient QKD Networking.
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the IEEE Global Communications Conference, 2022
2021
Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks.
IEEE Trans. Netw. Serv. Manag., 2021
Online Virtual Machine Evacuation for Disaster Resilience in Inter-Data Center Networks.
IEEE Trans. Netw. Serv. Manag., 2021
Cascading-failure-resilient interconnection for interdependent power grid - Optical network.
Opt. Switch. Netw., 2021
IEEE Commun. Lett., 2021
Proceedings of the International Conference on Optical Network Design and Modeling, 2021
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Quantifying Resource Savings from Low-Margin Design in Optical Networks with Probabilistic Constellation Shaping.
Proceedings of the European Conference on Optical Communication, 2021
Survivable Virtual Network Mapping against Double-Link Failures Based on Virtual Network Capacity Sharing.
Proceedings of the 17th International Conference on Network and Service Management, 2021
2020
Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020
Proceedings of the Guide to Disaster-Resilient Communication Networks, 2020
Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks.
Opt. Switch. Netw., 2020
Dynamic 5G RAN slice adjustment and migration based on traffic prediction in WDM metro-aggregation networks.
JOCN, 2020
JOCN, 2020
IEEE Access, 2020
Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020
Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Virtual Network Mapping vs Embedding with Link Protection in Filterless Optical Networks.
Proceedings of the IEEE Global Communications Conference, 2020
Transfer Learning across Different Lightpaths for Failure-Cause Identification in Optical Networks.
Proceedings of the European Conference on Optical Communications, 2020
2019
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks.
IEEE Trans. Netw. Serv. Manag., 2019
Energy-Efficient Video-On-Demand Content Caching and Distribution in Metro Area Networks.
IEEE Trans. Green Commun. Netw., 2019
Photonic Netw. Commun., 2019
Photonic Netw. Commun., 2019
JOCN, 2019
IEEE Commun. Surv. Tutorials, 2019
Proceedings of the Optical Network Design and Modeling, 2019
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks.
Proceedings of the IEEE INFOCOM 2019, 2019
Proceedings of the 2019 4th International Conference on Computing, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 15th International Conference on the Design of Reliable Communication Networks, 2019
2018
Multiplexing Gain and Processing Savings of 5G Radio-Access-Network Functional Splits.
IEEE Trans. Green Commun. Netw., 2018
Enhancing RAN Throughput by Optimized CoMP Controller Placement in Optical Metro Networks.
IEEE J. Sel. Areas Commun., 2018
CoRR, 2018
Power reduction strategies with differentiated quality of protection in IP-over-WDM networks.
Ann. des Télécommunications, 2018
Virtual-network-function placement for dynamic service chaining in metro-area networks.
Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018
Machine-Learning-Based Soft-Failure Detection and Identification in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018
Proceedings of the 2018 20th International Conference on Transparent Optical Networks (ICTON), 2018
Optimal Cache Deployment for Video-an-Demand Delivery in Optical Metro-Area Networks.
Proceedings of the IEEE Global Communications Conference, 2018
Proceedings of the European Conference on Optical Communication, 2018
Proceedings of the European Conference on Optical Communication, 2018
2017
Protection strategies for virtual network functions placement and service chains provisioning.
Networks, 2017
Efficient Routing and Bandwidth Assignment for Inter-Data-Center Live Virtual-Machine Migrations.
JOCN, 2017
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Proceedings of the International Conference on Networking and Network Applications, 2017
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017
Enhancing RAN throughput by optimizec controller placement in optical metro networks.
Proceedings of the IEEE International Conference on Communications, 2017
2016
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016
Proceedings of the 2016 8th International Workshop on Resilient Networks Design and Modeling (RNDM), 2016
Proceedings of the 2016 International Conference on Optical Network Design and Modeling, 2016
Proceedings of the 8th IEEE Latin-American Conference on Communications, 2016
Survivable virtual network mapping to provide content connectivity against double-link failures.
Proceedings of the 12th International Conference on the Design of Reliable Communication Networks, 2016
2015
A power consumption sensitivity analysis of circuit-switched versus packet-switched backbone networks.
Comput. Networks, 2015
IEEE Commun. Mag., 2015
Proceedings of the 2015 IEEE Online Conference on Green Communications, 2015
Proceedings of the 2015 IEEE Online Conference on Green Communications, 2015
2014
Protection in optical transport networks with fixed and flexible grid: Cost and energy efficiency evaluation.
Opt. Switch. Netw., 2014
Comput. Commun., 2014
Proceedings of the IEEE Latin-America Conference on Communications, 2014
2013
J. High Speed Networks, 2013
Power consumption evaluation of circuit-switched versus packet-switched optical backbone networks.
Proceedings of the IEEE Online Conference on Green Communications, OnlineGreenComm 2013, 2013
Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013
Proceedings of the 17th International Conference on Optical Networking Design and Modeling, 2013
Differentiated quality of protection to improve energy efficiency of survivable optical transport networks.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013
Proceedings of the 2013 IEEE Global Communications Conference, 2013
Quality of protection schemes with extended flexibility for improved energy efficiency in transport networks.
Proceedings of the 9th International Conference on the Design of Reliable Communication Networks, 2013
2012
Proceedings of the IEEE Online Conference on Green Communications, 2012
Proceedings of the 16th International Conference on Optical Network Design and Modelling, 2012
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the 13th IEEE International Conference on High Performance Switching and Routing, 2012
2011
Proceedings of IEEE International Conference on Communications, 2011