Sebastian Troia
Orcid: 0000-0002-4712-3767
According to our database1,
Sebastian Troia
authored at least 46 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., February, 2024
2023
Employing channel probing to derive end-of-life service margins for optical spectrum services.
J. Opt. Commun. Netw., July, 2023
Performance characterization and profiling of chained CPU-bound Virtual Network Functions.
Comput. Networks, July, 2023
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation.
JOCN, 2023
Employing Channel Probing to Derive End-of-Life Service Margins for Optical Spectrum Services. To appear in OPTICA Journal of Optical Communications and Networking.
CoRR, 2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023
Proceedings of the IEEE Latin-American Conference on Communications, 2023
Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform.
Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023
Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks.
IEEE Trans. Netw. Serv. Manag., December, 2022
IEEE Trans. Netw. Serv. Manag., 2022
IEEE Trans. Green Commun. Netw., 2022
Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach.
IEEE Access, 2022
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
Proceedings of the 20th Mediterranean Communication and Computer Networking Conference, 2022
2021
IEEE J. Sel. Areas Commun., 2021
Proceedings of the International Conference on Optical Network Design and Modeling, 2021
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021
Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases.
Proceedings of the 17th International Conference on the Design of Reliable Communication Networks, 2021
2020
PhD thesis, 2020
Dynamic programming of network slices in software-defined metro-core optical networks.
Opt. Switch. Netw., 2020
Power-aware optimization of baseband-function placement in cloud radio access networks.
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 IEEE Latin-American Conference on Communications, 2020
Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport.
Proceedings of the IEEE Latin-American Conference on Communications, 2020
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020
2019
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks.
IEEE Trans. Netw. Serv. Manag., 2019
Traffic-profile and machine learning based regional data center design and operation for 5G network.
J. Commun. Networks, 2019
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks.
IEEE Access, 2019
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks.
Proceedings of the IEEE INFOCOM 2019, 2019
Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks.
Proceedings of the 20th IEEE International Conference on High Performance Switching and Routing, 2019
Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks.
Proceedings of the European Conference on Networks and Communications, 2019
Proceedings of the 15th International Conference on Telecommunications, 2019
2018
Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 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
Proceedings of the European Conference on Optical Communication, 2018
Proceedings of the European Conference on Optical Communication, 2018
2017
Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks.
JOCN, 2017
Identification of tidal-traffic patterns in metro-area mobile networks via Matrix Factorization based model.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017