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Federated Edge Intelligence and Edge Caching Mechanisms

Federated learning (FL) has emerged as a promising technique for preserving user privacy and ensuring data security in distributed machine learning contexts, particularly in edge intelligence and edge caching applications. Recognizing the prevalent challenges of imbalanced and noisy data impacting s...

Celý popis

Uloženo v:
Hlavní autoři: Aristeidis Karras, Christos Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2023-07-01
Edice:Information
Témata:
IoT
edge intelligence
edge ML
federated learning
edge caching mechanisms
large-scale IoT systems
On-line přístup:https://www.mdpi.com/2078-2489/14/7/414
Tagy: Přidat tag
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