Sebastian Troia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 48

Top Topics

Matrix Factorization

Reinforcement Learning

Resource Planning

Optical Networks

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Nicola Di Cicco, Memedhe Ibrahimi, Sebastian Troia, Massimo Tornatore
DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Noah Ploch, Sebastian Troia, Wolfgang Kellerer, Guido Maier
Edge-to-Cloud Federated Learning with Resource-Aware Model Aggregation in MEC. ICC Workshops (2024)
Ligia Maria Moreira Zorello, Laurens Bliek, Sebastian Troia, Guido Maier, Sicco Verwer
Black-box optimization for anticipated baseband-function placement in 5G networks. Comput. Networks 245 (2024)
Jasper Müller, Frank Slyne, Kaida Kaeval, Sebastian Troia, Tobias Fehenberger, Jörg-Peter Elbers, Daniel C. Kilper, Marco Ruffini, Carmen Mas Machuca
Experimental Demonstration of ML-Based DWDM System Margin Estimation. CoRR (2023)
Nathan Ellsworth, Sebastian Troia, Tianliang Zhang, Marco Tacca, Guido Maier, Andrea Fumagalli
Experimental Demonstration and Results of Cross-layer Monitoring Using OpenNOP: an Open Source Network Observability Platform. ICTON (2023)
Luca Borgianni, Sebastian Troia, Davide Adami, Guido Maier, Stefano Giordano
From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications. NetSoft (2023)
Luca Borgianni, Sebastian Troia, Davide Adami, Guido Maier, Stefano Giordano
Assessing the Efficacy of Reinforcement Learning in Enhancing Quality of Service in SD-WANs. GLOBECOM (2023)
Nathan Ellsworth, Tianliang Zhang, Sebastian Troia, Guido Maier, Andrea Fumagalli
Enhancing cross layer monitoring on open optical transport networks. OFC (2023)
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
Employing channel probing to derive end-of-life service margins for optical spectrum services. J. Opt. Commun. Netw. 15 (7) (2023)
Ligia Maria Moreira Zorello, Kazem Eradatmand, Sebastian Troia, Achille Pattavina, Yingqian Zhang, Guido Maier
Auction-based network slicing for 5G RAN. NetSoft (2023)
Sebastian Troia, Guido Maier, Stefano Bregni
Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed. LATINCOM (2023)
Kaida Kaeval, Frank Slyne, Sebastian Troia, E. Kenny, K. Große, Helmut Griesser, Daniel C. Kilper, Marco Ruffini, Jose-Juan Pedreno-Manresa, Sai Kireet Patri, Gert Jervan
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)
Sebastian Troia, Marco Savi, Giulia Nava, Ligia Maria Moreira Zorello, Thomas Schneider, Guido Maier
Performance characterization and profiling of chained CPU-bound Virtual Network Functions. Comput. Networks 231 (2023)
Jasper Müller, Frank Slyne, Kaida Kaeval, Sebastian Troia, Tobias Fehenberger, Jörg-Peter Elbers, Daniel C. Kilper, Marco Ruffini, Carmen Mas Machuca
Experimental Demonstration of ML-Based DWDM System Margin Estimation. OFC (2023)
Omran Ayoub, Andrea Bianco, Davide Andreoletti, Sebastian Troia, Silvia Giordano, Cristina Rottondi
On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation. OFC (2022)
Ligia Maria Moreira Zorello, Marco Sodano, Sebastian Troia, Guido Maier
Power-Efficient Baseband-Function Placement in Latency-Constrained 5G Metro Access. IEEE Trans. Green Commun. Netw. 6 (3) (2022)
Omran Ayoub, Sebastian Troia, Davide Andreoletti, Andrea Bianco, Massimo Tornatore, Silvia Giordano, Cristina Rottondi
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation. JOCN 15 (1) (2022)
Laura Galluccio, Christian Grasso, Guido Maier, Raoul Raftopoulos, Marco Savi, Giovanni Schembra, Sebastian Troia
Reinforcement Learning for Resource Planning in Drone-Based Softwarized Networks. MedComNet (2022)
Sebastian Troia, Marco Mazzara, Marco Savi, Ligia Maria Moreira Zorello, Guido Maier
Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Sebastian Troia, Andres Felipe Rodriguez Vanegas, Ligia Maria Moreira Zorello, Guido Maier
Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach. IEEE Access 10 (2022)
Ligia Maria Moreira Zorello, Laurens Bliek, Sebastian Troia, Tias Guns, Sicco Verwer, Guido Maier
Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Sebastian Troia, Ligia Maria Moreira Zorello, Guido Maier
SD-WAN: how the control of the network can be shifted from core to edge. ONDM (2021)
Sebastian Troia, Marco Mazzara, Ligia Maria Moreira Zorello, Guido Maier
Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN. MeditCom (2021)
Sebastian Troia, Marco Mazzara, Ligia Maria Moreira Zorello, Achille Pattavina
Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases. DRCN (2021)
Sebastian Troia, Federico Sapienza, Leonardo Varé, Guido Maier
On Deep Reinforcement Learning for Traffic Engineering in SD-WAN. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Sebastian Troia, Alberto Cibari, Rodolfo Alvizu, Guido Maier
Dynamic programming of network slices in software-defined metro-core optical networks. Opt. Switch. Netw. 36 (2020)
Ligia Maria Moreira Zorello, Sebastian Troia, Marco Quagliotti, Guido Maier
Power-aware optimization of baseband-function placement in cloud radio access networks. ONDM (2020)
Guido Maier, Leila Askari, Sebastian Troia, Ligia Maria Moreira Zorello, Francesco Musumeci, Massimo Tornatore
Reconfiguration of VNF Placement in an Optical Metro Network by a Modular Planning Tool. OFC (2020)
Sebastian Troia, Ligia Maria Moreira Zorello, Alvin J. Maralit, Guido Maier
SD-WAN: An Open-Source Implementation for Enterprise Networking Services. ICTON (2020)
Ligia Maria Moreira Zorello, Sebastian Troia, Serena Giannotti, Rodolfo Alvizu, Stefano Bregni, Guido Maier
On the Network Slicing for Enterprise Services with Hybrid SDN. LATINCOM (2020)
Espedito Zaccaro, Luigi Ronchetti, Alberto Lometti, Sebastian Troia, Stefano Bregni
Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport. LATINCOM (2020)
Udita Paul, Jiamo Liu, Sebastian Troia, Olabisi E. Falowo, Guido Maier
Traffic-profile and machine learning based regional data center design and operation for 5G network. J. Commun. Networks 21 (6) (2019)
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
Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks. EuCNC (2019)
Ignacio Martín, Sebastian Troia, José Alberto Hernández, Alberto Rodriguez, Francesco Musumeci, Guido Maier, Rodolfo Alvizu, Óscar González de Dios
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Davide Andreoletti, Sebastian Troia, Francesco Musumeci, Silvia Giordano, Guido Maier, Massimo Tornatore
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks. INFOCOM Workshops (2019)
Sebastian Troia, Alberto Cibari, Rodolfo Alvizu
Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks. HPSR (2019)
Sebastian Troia, Ligia Maria Moreira Zorello, Guido Maier, Giacomo Verticale, Paolo Giaccone
Portable MiniLab for Hands-on Experimentation with Software Defined Networking. ConTEL (2019)
Sebastian Troia, Alessio Giorgetti, Andrea Sgambelluri, Guido Maier
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network. OFC (2019)
Sebastian Troia, Rodolfo Alvizu, Guido Maier
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks. IEEE Access 7 (2019)
Sebastian Troia, Alberto Rodriguez, Ignacio Martín, José Alberto Hernández, Óscar González de Dios, Rodolfo Alvizu, Francesco Musumeci, Guido Maier
Machine-Learning-Assisted Routing in SDN-Based Optical Networks. ECOC (2018)
Ignacio Martín, José Alberto Hernández, Sebastian Troia, Francesco Musumeci, Guido Maier, Óscar González de Dios
Is Machine Learning Suitable for Solving RWA Problems in Optical Networks? ECOC (2018)
Rodolfo Alvizu, Sebastian Troia, Van Minh Nguyen, Guido Maier, Achille Pattavina
Network Orchestration for Dynamic Network Slicing for Fixed and Mobile Vertical Services. OFC (2018)
Sebastian Troia, Alberto Rodriguez, Rodolfo Alvizu, Guido Maier
SENATUS: An Experimental SDN/NFV Orchestrator. NFV-SDN (2018)
Sebastian Troia, Rodolfo Alvizu, Youduo Zhou, Guido Maier, Achille Pattavina
Deep Learning-Based Traffic Prediction for Network Optimization. ICTON (2018)
Rodolfo Alvizu, Veronica Soto, Sebastian Troia, Guido Maier
Enabling Multipath Optical Routing with Hybrid Differential Delay Compensation. ICTON (2018)
Rodolfo Alvizu, Guido Maier, Sebastian Troia, Van Minh Nguyen, Achille Pattavina
SDN-based network orchestration for new dynamic Enterprise Networking services. ICTON (2017)
Rodolfo Alvizu, Sebastian Troia, Guido Maier, Achille Pattavina
Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks. JOCN 9 (9) (2017)
Sebastian Troia, Gao Sheng, Rodolfo Alvizu, Guido Maier, Achille Pattavina
Identification of tidal-traffic patterns in metro-area mobile networks via Matrix Factorization based model. PerCom Workshops (2017)