L. Giordano

works on

clustered learning 1 edge computing 1 federated learning 1 traffic prediction 1 wifi networks 1

From the 1 of 3 linked papers with an AI index.

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eess.SP2026

An Informativeness-based Clustered Federated Learning Method for Reliable Traffic Prediction in Managed Wi-Fi Networks

Luca Barbieri, Gianluca Fontanesi, Lorenzo Galati Giordano +2

The paper proposes a clustered federated learning framework that selects informative AP clusters using differential entropy to improve Wi‑Fi traffic prediction while reducing commu…