A value-added IoT service for cellular networks using federated learning

The number of Internet-of-Things (IoT) devices is expected to reach 64 billion by 2025. These IoT devices will mostly use cellular networks for transferring a huge amount of IoT data to the cloud for machine learning (ML) based forecasting. Keeping in view a large number of application scenarios for...

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Veröffentlicht in:	Computer networks (Amsterdam, Netherlands : 1999) Netherlands : 1999), 2022-08, Vol.213, p.109094, Article 109094
Hauptverfasser:	Mian, Adnan Noor, Waqas Haider Shah, Syed, Manzoor, Sanaullah, Said, Anwar, Heimerl, Kurtis, Crowcroft, Jon
Format:	Artikel
Sprache:	eng
Schlagworte:	Air quality Cellular communication Cellular IoT networks Federated learning Internet of Things IoT Machine learning Networks Operators Radio access network Value-added service
Online-Zugang:	Volltext
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