SDN-based network orchestration for new dynamic Enterprise Networking services. - Rodolfo Alvizu; Guido Maier; Sebastian Troia; Van Minh Nguyen; Achille Pattavina (ICTON, 2017)

Identification of tidal-traffic patterns in metro-area mobile networks via Matrix Factorization based model. - Sebastian Troia; Gao Sheng; Rodolfo Alvizu; Guido Maier; Achille Pattavina (PerCom Workshops, 2017)

Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks. - Rodolfo Alvizu; Sebastian Troia; Guido Maier; Achille Pattavina (JOCN, 2017)

Is Machine Learning Suitable for Solving RWA Problems in Optical Networks? - Ignacio Martín 001; José Alberto Hernández 001; Sebastian Troia; Francesco Musumeci 001; Guido Maier; Óscar González de Dios (ECOC, 2018)

Machine-Learning-Assisted Routing in SDN-Based Optical Networks. - Sebastian Troia; Alberto Rodriguez 004; Ignacio Martín 001; José Alberto Hernández 001; Óscar González de Dios; Rodolfo Alvizu; Francesco Musumeci 001; Guido Maier (ECOC, 2018)

Enabling Multipath Optical Routing with Hybrid Differential Delay Compensation. - Rodolfo Alvizu; Veronica Soto; Sebastian Troia; Guido Maier (ICTON, 2018)

Deep Learning-Based Traffic Prediction for Network Optimization. - Sebastian Troia; Rodolfo Alvizu; Youduo Zhou; Guido Maier; Achille Pattavina (ICTON, 2018)

SENATUS: An Experimental SDN/NFV Orchestrator. - Sebastian Troia; Alberto Rodriguez 004; Rodolfo Alvizu; Guido Maier (NFV-SDN, 2018)

Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services. - Rodolfo Alvizu; Sebastian Troia; Van Minh Nguyen; Guido Maier; Achille Pattavina (OFC, 2018)

Portable MiniLab for Hands-on Experimentation with Software Defined Networking. - Sebastian Troia; Ligia Maria Moreira Zorello; Guido Maier; Giacomo Verticale; Paolo Giaccone (ConTEL, 2019)

Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks. - Sebastian Troia; David Eugui Martinez; Ignacio Martín 001; Ligia Maria Moreira Zorello; Guido Maier; José Alberto Hernández 001; Óscar González de Dios; Miquel Garrich; José Luis Romero-Gázquez; Francisco-Javier Moreno-Muro; Pablo Pavón-Mariño; Ramon Casellas (EuCNC, 2019)

Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks. - Sebastian Troia; Alberto Cibari; Rodolfo Alvizu (HPSR, 2019)

Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks. - Davide Andreoletti; Sebastian Troia; Francesco Musumeci 001; Silvia Giordano; Guido Maier; Massimo Tornatore (INFOCOM Workshops, 2019)

Dynamic Virtual Network Function Placement over a Software-Defined Optical Network. - Sebastian Troia; Alessio Giorgetti; Andrea Sgambelluri; Guido Maier (OFC, 2019)

Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks. - Sebastian Troia; Rodolfo Alvizu; Guido Maier (IEEE Access, 2019)

Traffic-profile and machine learning based regional data center design and operation for 5G network. - Udita Paul; Jiamo Liu; Sebastian Troia; Olabisi E. Falowo; Guido Maier (J. Commun. Networks, 2019)

Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks. - Ignacio Martín 001; Sebastian Troia; José Alberto Hernández 001; Alberto Rodriguez 004; Francesco Musumeci 001; Guido Maier; Rodolfo Alvizu; Óscar González de Dios (IEEE Trans. Netw. Serv. Manag., 2019)

SD-WAN: An Open-Source Implementation for Enterprise Networking Services. - Sebastian Troia; Ligia Maria Moreira Zorello; Alvin J. Maralit; Guido Maier (ICTON, 2020)

Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport. - Espedito Zaccaro; Luigi Ronchetti; Alberto Lometti; Sebastian Troia; Stefano Bregni (LATINCOM, 2020)

On the Network Slicing for Enterprise Services with Hybrid SDN. - Ligia Maria Moreira Zorello; Sebastian Troia; Serena Giannotti; Rodolfo Alvizu; Stefano Bregni; Guido Maier (LATINCOM, 2020)

Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool. - Guido Maier; Leila Askari; Sebastian Troia; Ligia Maria Moreira Zorello; Francesco Musumeci 001; Massimo Tornatore (OFC, 2020)

Power-aware optimization of baseband-function placement in cloud radio access networks. - Ligia Maria Moreira Zorello; Sebastian Troia; Marco Quagliotti; Guido Maier (ONDM, 2020)

Dynamic programming of network slices in software-defined metro-core optical networks. - Sebastian Troia; Alberto Cibari; Rodolfo Alvizu; Guido Maier (Opt. Switch. Netw., 2020)

Machine-learning defined networking: applications for the 5G metro-core. - Sebastian Troia (2020)

Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases. - Sebastian Troia; Marco Mazzara; Ligia Maria Moreira Zorello; Achille Pattavina (DRCN, 2021)

Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN. - Sebastian Troia; Marco Mazzara; Ligia Maria Moreira Zorello; Guido Maier (MeditCom, 2021)

SD-WAN: how the control of the network can be shifted from core to edge. - Sebastian Troia; Ligia Maria Moreira Zorello; Guido Maier (ONDM, 2021)

On Deep Reinforcement Learning for Traffic Engineering in SD-WAN. - Sebastian Troia; Federico Sapienza; Leonardo Varé; Guido Maier (IEEE J. Sel. Areas Commun., 2021)

Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks. - Laura Galluccio; Christian Grasso; Guido Maier; Raoul Raftopoulos; Marco Savi; Giovanni Schembra; Sebastian Troia (MedComNet, 2022)

On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation. - Omran Ayoub; Andrea Bianco; Davide Andreoletti; Sebastian Troia; Silvia Giordano; Cristina Rottondi (OFC, 2022)

Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach. - Sebastian Troia; Andres Felipe Rodriguez Vanegas; Ligia Maria Moreira Zorello; Guido Maier (IEEE Access, 2022)

Power-Efficient Baseband-Function Placement in Latency-Constrained 5G Metro Access. - Ligia Maria Moreira Zorello; Marco Sodano; Sebastian Troia; Guido Maier (IEEE Trans. Green Commun. Netw., 2022)

Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN. - Sebastian Troia; Marco Mazzara; Marco Savi; Ligia Maria Moreira Zorello; Guido Maier (IEEE Trans. Netw. Serv. Manag., 2022)

Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks. - Ligia Maria Moreira Zorello; Laurens Bliek; Sebastian Troia; Tias Guns; Sicco Verwer; Guido Maier (IEEE Trans. Netw. Serv. Manag., 2022)

Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs. - Luca Borgianni; Sebastian Troia; Davide Adami; Guido Maier; Stefano Giordano (GLOBECOM, 2023)

Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform. - Nathan Ellsworth; Sebastian Troia; Tianliang Zhang; Marco Tacca; Guido Maier; Andrea Fumagalli (ICTON, 2023)

Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed. - Sebastian Troia; Guido Maier; Stefano Bregni (LATINCOM, 2023)

From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications. - Luca Borgianni; Sebastian Troia; Davide Adami; Guido Maier; Stefano Giordano (NetSoft, 2023)

Auction-based network slicing for 5G RAN. - Ligia Maria Moreira Zorello; Kazem Eradatmand; Sebastian Troia; Achille Pattavina; Yingqian Zhang 001; Guido Maier (NetSoft, 2023)

Enhancing cross layer monitoring on open optical transport networks. - Nathan Ellsworth; Tianliang Zhang; Sebastian Troia; Guido Maier; Andrea Fumagalli (OFC, 2023)

Experimental Demonstration of ML-Based DWDM System Margin Estimation. - Jasper Müller; Frank Slyne; Kaida Kaeval; Sebastian Troia; Tobias Fehenberger; Jörg-Peter Elbers; Daniel C. Kilper; Marco Ruffini; Carmen Mas Machuca (OFC, 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. - 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 (CoRR, 2023)

Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation. - Omran Ayoub; Sebastian Troia; Davide Andreoletti; Andrea Bianco; Massimo Tornatore; Silvia Giordano; Cristina Rottondi (JOCN, 2023)

Performance characterization and profiling of chained CPU-bound Virtual Network Functions. - Sebastian Troia; Marco Savi; Giulia Nava; Ligia Maria Moreira Zorello; Thomas Schneider; Guido Maier (Comput. Networks, 2023)

Employing channel probing to derive end-of-life service margins for optical spectrum services. - 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 (J. Opt. Commun. Netw., 2023)

Real-time Delay Measurement in SD-WAN based on In-band Network Telemetry. - Sebastian Troia; Enrico Gregorini; Jean-Pierre H. Asdikian; Mengyao Li; Guido Maier (HPSR, 2024)

Edge-to-Cloud Federated Learning with Resource-Aware Model Aggregation in MEC. - Noah Ploch; Sebastian Troia; Wolfgang Kellerer; Guido Maier (ICC Workshops, 2024)

Service Function Chain Resource Allocation and Offloading in Constrained Edge-Cloud Optical Networks. - Jean-Pierre H. Asdikian; Daniele Gjeka; Albert Pagès; Sebastian Troia; Guido Maier; Salvatore Spadaro (ICTON, 2024)

Automated Data Ingestion Framework for Enhanced Control and Maintenance of Optical Networks [Invited]. - Memedhe Ibrahimi; Keerthikumaran Selvamuthukumaran; Sebastian Troia; Massimo Tornatore; Francesco Musumeci 001 (ICTON, 2024)

Black-box optimization for anticipated baseband-function placement in 5G networks. - Ligia Maria Moreira Zorello; Laurens Bliek; Sebastian Troia; Guido Maier; Sicco Verwer (Comput. Networks, 2024)

DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning. - Nicola Di Cicco; Memedhe Ibrahimi; Sebastian Troia; Massimo Tornatore (IEEE Trans. Netw. Serv. Manag., 2024)

An Open Source SD-WAN CPE with Fast Packet Processing and Secure Connectivity. - Giacomo Sguotti; Sebastian Troia; Matteo Grieco; Guido Maier (HPSR, 2025)

An Orchestration Platform for In-Network DDoS Attack Detection with P4 Programmable Switches. - Sebastian Troia; Mattia Giovanni Spina; Gianluca Davoli; Nicolò Giannini; Antonio Iera; Guido Maier (HPSR, 2025)

Demo: Adaptive Resource Allocation Simulator for Federated Learning in MEC-driven SD-WANs. - Mengyao Li; Jean-Pierre H. Asdikian; Sebastian Troia; Carlo Spatocco; Guido Maier (NetSoft, 2025)

Guiding Network Function Virtualization Orchestration Through the Digital Twin Technology. - Marco Polverini; Giuseppe G. Sirico; Francesco Giacinto Lavacca; Antonio Cianfrani; Sebastian Troia; Nicola Di Cicco; Memedhe Ibrahimi (NetSoft, 2025)

On the Service-Oriented Availability Analysis of Software Defined Wide Area Network. - Giacomo Sguotti; Sebastian Troia; Guido Maier (NetSoft, 2025)

Towards an Intelligent and Satellite-Integrated SD-WAN: A High-Performance and Availability-Aware Approach. - Giacomo Sguotti; Sebastian Troia; Guido Maier (NetSoft, 2025)

In-band Network Telemetry for Software-Defined Wide Area Networks. - Sebastian Troia; Jean-Pierre H. Asdikian; Giacomo Sguotti; Enrico Gregorini; Mengyao Li; Guido Maier (Comput. Networks, 2025)