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Sebastian Troìa

Observed names: S. Troia, Sebastian Troia, Troia Sebastian, Troia, Sebastian
ORCID: 0000-0002-4712-3767
Observed ORCID: 0000-0002-4712-3767
OpenAlex ID: A5000140450
Network Traffic Prediction based on Diffusion Convolutional Recurrent Neural Networks
2019 · Davide Andreoletti, Sebastian Troia, et al. · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 152
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On Deep Reinforcement Learning for Traffic Engineering in SD-WAN
2020 · Sebastian Troia, Federico Sapienza, et al. · IEEE Journal on Selected Areas in Communications · 118
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Deep Learning-Based Traffic Prediction for Network Optimization
2018 · Sebastian Troia, Rodolfo Alvizu, et al. · International Conference on Transparent Optical Networks · 103
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Matheuristic With Machine-Learning-Based Prediction for Software-Defined Mobile Metro-Core Networks
2017 · Rodolfo Alvizu, Sebastian Troia, et al. · Journal of Optical Communications and Networking · 92
Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks
2019 · Ignacio Martin, Sebastian Troia, et al. · IEEE Transactions on Network and Service Management · 80
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
2022 · Omran Ayoub, Sebastian Troia, et al. · Journal of Optical Communications and Networking · 57
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SD-WAN: An Open-Source Implementation for Enterprise Networking Services
2020 · Sebastian Troia, Ligia M. Moreira Zorello, et al. · International Conference on Transparent Optical Networks · 54
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Reinforcement Learning for Service Function Chain Reconfiguration in NFV-SDN Metro-Core Optical Networks
2019 · Sebastian Troia, Rodolfo Alvizu, et al. · IEEE Access · 54
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On Deep Reinforcement Learning for Static Routing and Wavelength Assignment
2022 · Nicola Di Cicco, Emre Furkan Mercan, et al. · IEEE Journal of Selected Topics in Quantum Electronics · 49
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Power-Efficient Baseband-Function Placement in Latency-Constrained 5G Metro Access
2022 · Ligia Maria Moreira Zorello, Marco Sodano, et al. · IEEE Transactions on Green Communications and Networking · 41
Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN
2022 · Sebastian Troia, Marco Mazzara, et al. · IEEE Transactions on Network and Service Management · 35
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Identification of tidal-traffic patterns in metro-area mobile networks via Matrix Factorization based model
2017 · Sebastian Troia, Gao Sheng, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 34
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Traffic-profile and machine learning based regional data center design and operation for 5G network
2019 · Udita Paul, Jiamo Liu, et al. · Journal of Communications and Networks · 33
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Machine-Learning-Assisted Routing in SDN-Based Optical Networks
2018 · Sebastian Troia, Alberto Rodriguez, et al. · European Conference on Optical Communication · 31
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Admission Control and Virtual Network Embedding in 5G Networks: A Deep Reinforcement-Learning Approach
2022 · Sebastian Troia, Andres Felipe Rodriguez Vanegas, et al. · IEEE Access · 28
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A Comprehensive Survey on Software-Defined Wide Area Network
2025 · Sebastian Troia, Luca Borgianni, et al. · IEEE Communications Surveys & Tutorials · 27
SD-WAN: how the control of the network can be shifted from core to edge
2021 · Sebastian Troia, Ligia Maria Moreira Zorello, et al. · International Conference on Optical Network Design and Modeling (ONDM) · 25
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From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications
2023 · Luca Borgianni, Sebastian Troia, et al. · IEEE International Conference on Network Softwarization (NetSoft) · 22
Performance characterization and profiling of chained CPU-bound Virtual Network Functions
2023 · Sebastian Troia, Marco Savi, et al. · Computer Networks · 17
Is Machine Learning Suitable for Solving RWA Problems in Optical Networks?
2018 · Ignacio Martin, Jose Alberto Hernandez, et al. · European Conference on Optical Communication · 17
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Performance Evaluation of Overlay Networking for delay-sensitive services in SD-WAN
2021 · Sebastian Troia, Marco Mazzara, et al. · IEEE International Mediterranean Conference on Communications and Networking (MeditCom) · 15
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Dynamic programming of network slices in software-defined metro-core optical networks
2019 · Sebastian Troia, Alberto Cibari, et al. · Optical Switching and Networking · 14
DeepLS: Local Search for Network Optimization Based on Lightweight Deep Reinforcement Learning
2023 · Nicola Di Cicco, Memedhe Ibrahimi, et al. · IEEE Transactions on Network and Service Management · 13
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Resiliency in SD-WAN with eBPF Monitoring: Municipal Network and Video Streaming Use Cases
2021 · Sebastian Troia, Marco Mazzara, et al. · International Conference on the Design of Reliable Communication Networks (DRCN) · 13
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Machine Learning-assisted Planning and Provisioning for SDN/NFV-enabled Metropolitan Networks
2019 · Sebastian Troia, David Eugui Martinez, et al. · European Conference on Networks and Communications · 13
Works count: 93
Citation count: 1,359
H-index: 18
I10-index: 30
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