Marco Savi
Scholar

Marco Savi

Google Scholar ID: QZPYvOUAAAAJ
Tenure-Track Assistant Professor (RTD-B), University of Milano-Bicocca
Software-Defined NetworkingNetwork Function VirtualizationEdge ComputingNetwork MonitoringProgrammable Data Planes
Citations & Impact
All-time
Citations
1,331
 
H-index
19
 
i10-index
32
 
Publications
20
 
Co-authors
33
list available
Resume (English only)
Academic Achievements
  • Published over 70 peer-reviewed papers in reputed international journals and conferences (ORCID).
  • Paper titled 'Softwarized Edge Intelligence for Advanced IIoT Ecosystems: A Data-Driven Architecture Across the Cloud/Edge Continuum' accepted for publication in Applied Sciences on 09/10/25.
  • Paper titled 'SHIELDED: a Network-Aware Approach for Secure and Trustworthy Federated Learning' accepted for publication in IEEE Network Magazine on 15/10/25.
  • Paper titled 'FedBEns: One-Shot Federated Learning based on Bayesian Ensemble' accepted for poster presentation at ICML 2025 on 07/05/25.
  • Paper titled 'ML-Based Performance Modeling in Edge FaaS Systems' won the Best Paper Award at ESOCC 2025 on 21/02/25.
Background
  • Currently an Associate Professor at the University of Milano-Bicocca (Milano, Italy). Research interests include computer networking, Serverless Computing applied to NFV, Programmable Data Planes for Network Monitoring, and Machine Learning applied to Network Security.
Miscellany
  • You are also welcome to visit the website of the DISCo's Real time Events and Decision Support (REDS) laboratory.