Angelo Rodio | Linköping University | Publications

PhD Thesis

• Angelo Rodio, Client heterogeneity in federated learning systems, PhD Thesis, Université Côte d'Azur, July 2024.
  [Manuscript]
  

2024

• Angelo Rodio and Giovanni Neglia, FedStale: leveraging Stale Client Updates in Federated Learning, To appear in the proceedings of the 27-th European Conference on Artificial Intelligence (ECAI) 2024, Santiago de Compostela, Spain, October 19-24, 2024.
  [Preprint] [Code]
  

• Angelo Rodio, The Many Facets of Variance Reduction in Federated Learning, To appear in the proceedings of ACM SIGMETRICS / IFIP Performance 2024, Venice, Italy, June 10-14, 2024.
  

2023

• Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, and Emilio Leonardi, Federated Learning under Heterogeneous and Correlated Client Availability, IEEE/ACM Transactions on Networking, 2023.
  [Manuscript] [Supplementary]
  

• Angelo Rodio, Giovanni Neglia, Fabio Busacca, Stefano Mangione, Sergio Palazzo, Francesco Restuccia, and Ilenia Tinnirello, Federated Learning with Packet Losses, IEEE International Symposium On Wireless Personal Multimedia Communications (WPMC), Tampa, Florida, USA, November 19-22, 2023.
  [Proceedings] [Code]
  

• Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, and Emilio Leonardi, Federated Learning under Heterogeneous and Correlated Client Availability, IEEE Conference on Computer Communications (INFOCOM), Hoboken, New Jersey, USA, May 17-20, 2023.
  [Preprint] [Proceedings] [Code]
  

Peer review

I am serving/served as reviewer for:

• IEEE Global Communications Conference (GLOBECOM 2023)

• Computer Communications Journal

• Computer Networks Journal