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FedPLC: Federated Learning with Dynamic Cluster Adaptation for Concept Drift on Non-IID Data

In practical deployments of decentralized federated learning (FL) in Internet of Things (IoT) environments, the non-independent and identically distributed (Non-IID) nature of client-local data limits model performance. Furthermore, concept drift further exacerbates complexity and introduces tempora...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Qi Zhou, Yantao Yu, Jingxiao Ma, Mohammad S. Obaidat, Xing Chang, Mingchen Ma, Shousheng Sun
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-01-01
Rangatū:Sensors
Ngā marau:
Urunga tuihono:https://www.mdpi.com/1424-8220/26/1/283
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