Sebastian Troia

73 papers B 10C 5Journal 25Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Comprehensive Survey on Software-Defined Wide Area Network. IEEE Commun. Surv. Tutorials Sebastian Troia, Luca Borgianni, Giacomo Sguotti, Stefano Giordano, Guido Maier
2026	J	`jnl`	Optimization of 5G RAN network slicing based on auction models. Comput. Networks Mengyao Li, Ligia Maria Moreira Zorello, Sebastian Troia, Yingqian Zhang, Guido Maier
2026	J	`jnl`	YOLO-AUG: Enhancing Wildlife Monitoring on Far-Edge Devices With Dynamic Color-Space Augmentation and Efficient Learning. IEEE Access Jean-Pierre H. Asdikian, Sebastian Troia, Omran Ayoub, Kivilcim Yilmaz, Giacomo Sguotti, Mengyao Li, Marco Marcon, Guido Maier
2025	—	`conf`	A MARL Approach to Employ Intelligent Traffic Steering in SD-WAN. CSCN Luca Giacometti, Ivano Cerrato, Hongyu Lu, Francesco Lucrezia, Luca Oliva, Tommaso Scordo, Keerthikumaran Selvamuthukumaran, Giacomo Sguotti, Sebastian Troia, Giacomo Verticale
2025	C	`conf`	An Open Source SD-WAN CPE with Fast Packet Processing and Secure Connectivity. HPSR Giacomo Sguotti, Sebastian Troia, Matteo Grieco, Guido Maier
2025	C	`conf`	An Orchestration Platform for In-Network DDoS Attack Detection with P4 Programmable Switches. HPSR Sebastian Troia, Mattia Giovanni Spina, Gianluca Davoli, Nicolò Giannini, Antonio Iera, Guido Maier
2025	—	`conf`	Beyond Performance: Explaining Non-Intuitive Deep Reinforcement Learning Actions in Elastic Optical Networks. ECOC Louma Mehyeddine, Carlos Natalino, Alaa Amro, Jean-Pierre H. Asdikian, Ihab Sbeity, Guido Maier, Paolo Monti, Sebastian Troia, Omran Ayoub
2025	B	`conf`	Demo: Adaptive Resource Allocation Simulator for Federated Learning in MEC-driven SD-WANs. NetSoft Mengyao Li, Jean-Pierre H. Asdikian, Sebastian Troia, Carlo Spatocco, Guido Maier
2025	B	`conf`	Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN. CNSM Anouar El Hachimi, Aryanaz Attarpour, Gabriele Nanni, Mëmëdhe Ibrahimi, Sebastian Troia, Andrea Sgambelluri, Emilio Paolini, Massimo Tornatore, Francesco Musumeci
2025	B	`conf`	Generative Explainability for Next-Generation Networks: Llm-Augmented Xai with Mutual Feature Interactions. WiMob Kiarash Rezaei, Omran Ayoub, Sebastian Troia, Francesco Lelli, Paolo Monti, Carlos Natalino
2025	B	`conf`	Guiding Network Function Virtualization Orchestration Through the Digital Twin Technology. NetSoft Marco Polverini, Giuseppe G. Sirico, Francesco Giacinto Lavacca, Antonio Cianfrani, Sebastian Troia, Nicola Di Cicco, Memedhe Ibrahimi
2025	J	`jnl`	In-band Network Telemetry for Software-Defined Wide Area Networks. Comput. Networks Sebastian Troia, Jean-Pierre H. Asdikian, Giacomo Sguotti, Enrico Gregorini, Mengyao Li, Guido Maier
2025	J	`jnl`	On the Optimization of Model Aggregation for Federated Learning at the Network Edge. CoRR Mengyao Li, Noah Ploch, Sebastian Troia, Carlo Spatocco, Wolfgang Kellerer, Guido Maier
2025	J	`jnl`	On the Optimization of Model Aggregation for Federated Learning at the Network Edge. IEEE Trans. Netw. Serv. Manag. Mengyao Li, Noah Ploch, Sebastian Troia, Carlo Spatocco, Wolfgang Kellerer, Guido Maier
2025	B	`conf`	On the Service-Oriented Availability Analysis of Software Defined Wide Area Network. NetSoft Giacomo Sguotti, Sebastian Troia, Guido Maier
2025	J	`jnl`	OpenNOP: an open-source network observability platform enabling multi-vendor multi-layer monitoring and ML analysis. J. Opt. Commun. Netw. Nathan Ellsworth, Sebastian Troia, Omran Ayoub, Tianliang Zhang, Andrea Fumagalli
2025	C	`conf`	Pair-Bid Auction Model for Optimized Network Slicing in 5G RAN. ISCC Mengyao Li, Sebastian Troia, Yingqian Zhang, Guido Maier
2025	J	`jnl`	Pair-Bid Auction Model for Optimized Network Slicing in 5G RAN. CoRR Mengyao Li, Sebastian Troia, Yingqian Zhang, Guido Maier
2025	B	`conf`	Towards an Intelligent and Satellite-Integrated SD-WAN: A High-Performance and Availability-Aware Approach. NetSoft Giacomo Sguotti, Sebastian Troia, Guido Maier
2025	B	`conf`	Verifying Behavior of Reinforcement Learning Agents for Network Slice Admission Control. CNSM Jean-Pierre H. Asdikian, Alaa Amro, Louma Mehyeddine, Carlos Natalino, Ihab Sbeity, Guido Maier, Paolo Monti, Sebastian Troia, Omran Ayoub
2024	—	`ed.`	15th International Conference on Network of the Future, NoF 2024, Castelldefels, Spain, October 2-4, 2024 NoF Toktam Mahmoodi, Raul Muñoz, Prosper Chemouil, Sebastian Troia, Thi Mai Trang Nguyen
2024	—	`conf`	Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited]. ICTON Memedhe Ibrahimi, Keerthikumaran Selvamuthukumaran, Sebastian Troia, Massimo Tornatore, Francesco Musumeci
2024	J	`jnl`	Black-box optimization for anticipated baseband-function placement in 5G networks. Comput. Networks Ligia Maria Moreira Zorello, Laurens Bliek, Sebastian Troia, Guido Maier, Sicco Verwer
2024	J	`jnl`	DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. Nicola Di Cicco, Memedhe Ibrahimi, Sebastian Troia, Massimo Tornatore
2024	—	`conf`	Edge-to-Cloud Federated Learning with Resource-Aware Model Aggregation in MEC. ICC Workshops Noah Ploch, Sebastian Troia, Wolfgang Kellerer, Guido Maier
2024	C	`conf`	Real-time Delay Measurement in SD-WAN based on In-band Network Telemetry. HPSR Sebastian Troia, Enrico Gregorini, Jean-Pierre H. Asdikian, Mengyao Li, Guido Maier
2024	—	`conf`	Service Function Chain Resource Allocation and Offloading in Constrained Edge-Cloud Optical Networks. ICTON Jean-Pierre H. Asdikian, Daniele Gjeka, Albert Pagès, Sebastian Troia, Guido Maier, Salvatore Spadaro
2023	B	`conf`	Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs. GLOBECOM Luca Borgianni, Sebastian Troia, Davide Adami, Guido Maier, Stefano Giordano
2023	B	`conf`	Auction-based network slicing for 5G RAN. NetSoft Ligia Maria Moreira Zorello, Kazem Eradatmand, Sebastian Troia, Achille Pattavina, Yingqian Zhang, Guido Maier
2023	J	`jnl`	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 Kaida Kaeval, Frank Slyne, Sebastian Troia, Eoin Kenny, Klaus Große, Helmut Griesser, Daniel C. Kilper, Marco Ruffini, Jose-Juan Pedreno-Manresa, Sai Kireet Patri, Gert Jervan
2023	J	`jnl`	Employing channel probing to derive end-of-life service margins for optical spectrum services. J. Opt. Commun. Netw. Kaida Kaeval, Frank Slyne, Sebastian Troia, Eoin Kenny, Klaus Grobe, Helmut Griesser, Daniel C. Kilper, Marco Ruffini, Jose-Juan Pedreno-Manresa, Sai Kireet Patri, Gert Jervan
2023	—	`conf`	Enhancing cross layer monitoring on open optical transport networks. OFC Nathan Ellsworth, Tianliang Zhang, Sebastian Troia, Guido Maier, Andrea Fumagalli
2023	—	`conf`	Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform. ICTON Nathan Ellsworth, Sebastian Troia, Tianliang Zhang, Marco Tacca, Guido Maier, Andrea Fumagalli
2023	—	`conf`	Experimental Demonstration of ML-Based DWDM System Margin Estimation. OFC Jasper Müller, Frank Slyne, Kaida Kaeval, Sebastian Troia, Tobias Fehenberger, Jörg-Peter Elbers, Daniel C. Kilper, Marco Ruffini, Carmen Mas Machuca
2023	J	`jnl`	Experimental Demonstration of ML-Based DWDM System Margin Estimation. CoRR Jasper Müller, Frank Slyne, Kaida Kaeval, Sebastian Troia, Tobias Fehenberger, Jörg-Peter Elbers, Daniel C. Kilper, Marco Ruffini, Carmen Mas Machuca
2023	—	`conf`	Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed. LATINCOM Sebastian Troia, Guido Maier, Stefano Bregni
2023	B	`conf`	From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications. NetSoft Luca Borgianni, Sebastian Troia, Davide Adami, Guido Maier, Stefano Giordano
2023	J	`jnl`	Performance characterization and profiling of chained CPU-bound Virtual Network Functions. Comput. Networks Sebastian Troia, Marco Savi, Giulia Nava, Ligia Maria Moreira Zorello, Thomas Schneider, Guido Maier
2023	J	`jnl`	Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation. JOCN Omran Ayoub, Sebastian Troia, Davide Andreoletti, Andrea Bianco, Massimo Tornatore, Silvia Giordano, Cristina Rottondi
2022	J	`jnl`	Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach. IEEE Access Sebastian Troia, Andres Felipe Rodriguez Vanegas, Ligia Maria Moreira Zorello, Guido Maier
2022	J	`jnl`	Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks. IEEE Trans. Netw. Serv. Manag. Ligia Maria Moreira Zorello, Laurens Bliek, Sebastian Troia, Tias Guns, Sicco Verwer, Guido Maier
2022	—	`conf`	On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation. OFC Omran Ayoub, Andrea Bianco, Davide Andreoletti, Sebastian Troia, Silvia Giordano, Cristina Rottondi
2022	J	`jnl`	Power-Efficient Baseband-Function Placement in Latency-Constrained 5G Metro Access. IEEE Trans. Green Commun. Netw. Ligia Maria Moreira Zorello, Marco Sodano, Sebastian Troia, Guido Maier
2022	—	`conf`	Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks. MedComNet Laura Galluccio, Christian Grasso, Guido Maier, Raoul Raftopoulos, Marco Savi, Giovanni Schembra, Sebastian Troia
2022	J	`jnl`	Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN. IEEE Trans. Netw. Serv. Manag. Sebastian Troia, Marco Mazzara, Marco Savi, Ligia Maria Moreira Zorello, Guido Maier
2021	J	`jnl`	On Deep Reinforcement Learning for Traffic Engineering in SD-WAN. IEEE J. Sel. Areas Commun. Sebastian Troia, Federico Sapienza, Leonardo Varé, Guido Maier
2021	—	`conf`	Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN. MeditCom Sebastian Troia, Marco Mazzara, Ligia Maria Moreira Zorello, Guido Maier
2021	—	`conf`	Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases. DRCN Sebastian Troia, Marco Mazzara, Ligia Maria Moreira Zorello, Achille Pattavina
2021	—	`conf`	SD-WAN: how the control of the network can be shifted from core to edge. ONDM Sebastian Troia, Ligia Maria Moreira Zorello, Guido Maier
2020	J	`jnl`	Dynamic programming of network slices in software-defined metro-core optical networks. Opt. Switch. Netw. Sebastian Troia, Alberto Cibari, Rodolfo Alvizu, Guido Maier
2020	—	`—`	Machine-learning defined networking: applications for the 5G metro-core. Sebastian Troia
2020	—	`conf`	On the Network Slicing for Enterprise Services with Hybrid SDN. LATINCOM Ligia Maria Moreira Zorello, Sebastian Troia, Serena Giannotti, Rodolfo Alvizu, Stefano Bregni, Guido Maier
2020	—	`conf`	Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport. LATINCOM Espedito Zaccaro, Luigi Ronchetti, Alberto Lometti, Sebastian Troia, Stefano Bregni
2020	—	`conf`	Power-aware optimization of baseband-function placement in cloud radio access networks. ONDM Ligia Maria Moreira Zorello, Sebastian Troia, Marco Quagliotti, Guido Maier
2020	—	`conf`	Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool. OFC Guido Maier, Leila Askari, Sebastian Troia, Ligia Maria Moreira Zorello, Francesco Musumeci, Massimo Tornatore
2020	—	`conf`	SD-WAN: An Open-Source Implementation for Enterprise Networking Services. ICTON Sebastian Troia, Ligia Maria Moreira Zorello, Alvin J. Maralit, Guido Maier
2019	C	`conf`	Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks. HPSR Sebastian Troia, Alberto Cibari, Rodolfo Alvizu
2019	—	`conf`	Dynamic Virtual Network Function Placement over a Software-Defined Optical Network. OFC Sebastian Troia, Alessio Giorgetti, Andrea Sgambelluri, Guido Maier
2019	J	`jnl`	Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks. IEEE Trans. Netw. Serv. Manag. Ignacio Martín, Sebastian Troia, José Alberto Hernández, Alberto Rodriguez, Francesco Musumeci, Guido Maier, Rodolfo Alvizu, Óscar González de Dios
2019	—	`conf`	Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks. EuCNC Sebastian Troia, David Eugui Martinez, Ignacio Martín, Ligia Maria Moreira Zorello, Guido Maier, José Alberto Hernández, Óscar González de Dios, Miquel Garrich, José Luis Romero-Gázquez, Francisco-Javier Moreno-Muro, Pablo Pavón-Mariño, Ramon Casellas
2019	—	`conf`	Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks. INFOCOM Workshops Davide Andreoletti, Sebastian Troia, Francesco Musumeci, Silvia Giordano, Guido Maier, Massimo Tornatore
2019	—	`conf`	Portable MiniLab for Hands-on Experimentation with Software Defined Networking. ConTEL Sebastian Troia, Ligia Maria Moreira Zorello, Guido Maier, Giacomo Verticale, Paolo Giaccone
2019	J	`jnl`	Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks. IEEE Access Sebastian Troia, Rodolfo Alvizu, Guido Maier
2019	J	`jnl`	Traffic-profile and machine learning based regional data center design and operation for 5G network. J. Commun. Networks Udita Paul, Jiamo Liu, Sebastian Troia, Olabisi E. Falowo, Guido Maier
2018	—	`conf`	Deep Learning-Based Traffic Prediction for Network Optimization. ICTON Sebastian Troia, Rodolfo Alvizu, Youduo Zhou, Guido Maier, Achille Pattavina
2018	—	`conf`	Enabling Multipath Optical Routing with Hybrid Differential Delay Compensation. ICTON Rodolfo Alvizu, Veronica Soto, Sebastian Troia, Guido Maier
2018	—	`conf`	Is Machine Learning Suitable for Solving RWA Problems in Optical Networks? ECOC Ignacio Martín, José Alberto Hernández, Sebastian Troia, Francesco Musumeci, Guido Maier, Óscar González de Dios
2018	—	`conf`	Machine-Learning-Assisted Routing in SDN-Based Optical Networks. ECOC Sebastian Troia, Alberto Rodriguez, Ignacio Martín, José Alberto Hernández, Óscar González de Dios, Rodolfo Alvizu, Francesco Musumeci, Guido Maier
2018	—	`conf`	Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services. OFC Rodolfo Alvizu, Sebastian Troia, Van Minh Nguyen, Guido Maier, Achille Pattavina
2018	—	`conf`	SENATUS: An Experimental SDN/NFV Orchestrator. NFV-SDN Sebastian Troia, Alberto Rodriguez, Rodolfo Alvizu, Guido Maier
2017	—	`conf`	Identification of tidal-traffic patterns in metro-area mobile networks via Matrix Factorization based model. PerCom Workshops Sebastian Troia, Gao Sheng, Rodolfo Alvizu, Guido Maier, Achille Pattavina
2017	J	`jnl`	Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks. JOCN Rodolfo Alvizu, Sebastian Troia, Guido Maier, Achille Pattavina
2017	—	`conf`	SDN-based network orchestration for new dynamic Enterprise Networking services. ICTON Rodolfo Alvizu, Guido Maier, Sebastian Troia, Van Minh Nguyen, Achille Pattavina