Sebastian Troia
Scholar

Sebastian Troia

Google Scholar ID: UrlL88sAAAAJ
Politecnico di Milano, Italy
SD-WANSDNMachine Learning for Networking5G
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Citations & Impact
All-time
Citations
1,400
 
H-index
18
 
i10-index
32
 
Publications
20
 
Co-authors
19
list available
Contact
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Publications
1 items
On the Optimization of Model Aggregation for Federated Learning at the Network Edge
IEEE Transactions on Network and Service Management · 2025
Cited
0
Resume (English only)
Academic Achievements
  • Organized multiple editions of the Edge Network Softwarization workshop; published a Special Issue in Computer Networks (ELSEVIER); demonstrated real-time video streaming fast-recovery upon network failures in SD-WAN.
Research Experience
  • Member of BONSAI Lab, focusing on the design, optimization, and performance evaluation of telecommunication networks.
Background
  • Assistant Professor at the Department of Electronics, Information and Bioengineering, Politecnico di Milano (Italy), and a Fulbright Fellow at the Erik Jonsson School of Engineering and Computer Science, University of Texas at Dallas (USA). His work is focused on: 1) Machine-Learning for networking 2) Software-Defined Wide Area Network (SD-WAN) 3) Network slicing with SDN/NFV 4) Multi-layer Network Automation.
Co-authors
19 total
Guido Maier
Guido Maier
Dipartimento di Elettronica Informazione e Bioingegneria (DEIB), Politecnico di Milano
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Francesco Musumeci
Francesco Musumeci
Associate Professor, Politecnico di Milano, Italy
Massimo Tornatore
Massimo Tornatore
Professor of Communication Networks and Internet, Politecnico di Milano
Davide Andreoletti
Davide Andreoletti
Researcher at SUPSI / PhD at Politecnico di Milano
Omran Ayoub
Omran Ayoub
Lecturer-Researcher at SUPSI
José Alberto Hernández
José Alberto Hernández
Dept. Ing. Telemática, Universidad Carlos III Madrid, Spain