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Sebastian Troia
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2020 – today
- 2024
- [j15]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: 110384 (2024) - [j14]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): 108-119 (2024) - 2023
- [j13]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: 109815 (2023) - [j12]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): A26-A38 (2023) - [j11]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): C63-C73 (2023) - [c30]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: 1765-1770 - [c29]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: 1-4 - [c28]Sebastian Troia, Guido Maier, Stefano Bregni
:
Experimental Evaluation of SD-WAN Performance in a Municipal Network Test Bed. LATINCOM 2023: 1-5 - [c27]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: 366-369 - [c26]Ligia Maria Moreira Zorello, Kazem Eradatmand, Sebastian Troia, Achille Pattavina, Yingqian Zhang
, Guido Maier:
Auction-based network slicing for 5G RAN. NetSoft 2023: 390-395 - [c25]Nathan Ellsworth, Tianliang Zhang, Sebastian Troia, Guido Maier, Andrea Fumagalli:
Enhancing cross layer monitoring on open optical transport networks. OFC 2023: 1-3 - [c24]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: 1-3 - [i2]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:
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 abs/2302.04623 (2023) - [i1]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 abs/2302.08275 (2023) - 2022
- [j10]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: 15860-15875 (2022) - [j9]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): 1683-1696 (2022) - [j8]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): 2652-2663 (2022) - [j7]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): 5104-5119 (2022) - [c23]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: 200-207 - [c22]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: 1-3 - 2021
- [j6]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): 2198-2212 (2021) - [c21]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: 1-3 - [c20]Sebastian Troia, Marco Mazzara, Ligia Maria Moreira Zorello, Guido Maier:
Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN. MeditCom 2021: 150-155 - [c19]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: 1-3 - 2020
- [b1]Sebastian Troia:
Machine-learning defined networking: applications for the 5G metro-core. Polytechnic University of Milan, Italy, 2020 - [j5]Sebastian Troia, Alberto Cibari, Rodolfo Alvizu, Guido Maier:
Dynamic programming of network slices in software-defined metro-core optical networks. Opt. Switch. Netw. 36: 100551 (2020) - [c18]Sebastian Troia, Ligia Maria Moreira Zorello, Alvin J. Maralit, Guido Maier:
SD-WAN: An Open-Source Implementation for Enterprise Networking Services. ICTON 2020: 1-4 - [c17]Espedito Zaccaro, Luigi Ronchetti, Alberto Lometti, Sebastian Troia, Stefano Bregni
:
Performance Evaluation of PTP Synchronization Networks for 5G Front/Mid-Haul Transport. LATINCOM 2020: 1-6 - [c16]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: 1-6 - [c15]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: 1-3 - [c14]Ligia Maria Moreira Zorello, Sebastian Troia, Marco Quagliotti, Guido Maier:
Power-aware optimization of baseband-function placement in cloud radio access networks. ONDM 2020: 1-6
2010 – 2019
- 2019
- [j4]Sebastian Troia
, Rodolfo Alvizu, Guido Maier:
Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks. IEEE Access 7: 167944-167957 (2019) - [j3]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): 569-583 (2019) - [j2]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): 871-883 (2019) - [c13]Sebastian Troia, Ligia Maria Moreira Zorello, Guido Maier, Giacomo Verticale
, Paolo Giaccone:
Portable MiniLab for Hands-on Experimentation with Software Defined Networking. ConTEL 2019: 1-7 - [c12]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: 438-442 - [c11]Sebastian Troia, Alberto Cibari, Rodolfo Alvizu:
Dynamic Network Slicing Based on Tidal Traffic Patterns in Metro-Core Optical Networks. HPSR 2019: 1-7 - [c10]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: 246-251 - [c9]Sebastian Troia, Alessio Giorgetti, Andrea Sgambelluri, Guido Maier:
Dynamic Virtual Network Function Placement over a Software-Defined Optical Network. OFC 2019: 1-3 - 2018
- [c8]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: 1-3 - [c7]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: 1-3 - [c6]Rodolfo Alvizu, Veronica Soto, Sebastian Troia, Guido Maier:
Enabling Multipath Optical Routing with Hybrid Differential Delay Compensation. ICTON 2018: 1-4 - [c5]Sebastian Troia, Rodolfo Alvizu, Youduo Zhou, Guido Maier, Achille Pattavina:
Deep Learning-Based Traffic Prediction for Network Optimization. ICTON 2018: 1-4 - [c4]Sebastian Troia, Alberto Rodriguez
, Rodolfo Alvizu, Guido Maier:
SENATUS: An Experimental SDN/NFV Orchestrator. NFV-SDN 2018: 1-5 - [c3]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: 1-3 - 2017
- [j1]Rodolfo Alvizu, Sebastian Troia
, Guido Maier, Achille Pattavina:
Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks. JOCN 9(9): D19-D30 (2017) - [c2]Rodolfo Alvizu, Guido Maier, Sebastian Troia
, Van Minh Nguyen, Achille Pattavina:
SDN-based network orchestration for new dynamic Enterprise Networking services. ICTON 2017: 1-4 - [c1]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: 297-301
Coauthor Index
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last updated on 2024-08-05 21:21 CEST by the dblp team
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