Scalable Hierarchical Over-the-Air Federated Learning

Author:

Azimi-Abarghouyi Seyed Mohammad1ORCID,Fodor Viktoria1ORCID

Affiliation:

1. School of Electrical Engineering and Computer Science, Digital Futures, KTH Royal Institute of Technology, Stockholm, Sweden

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference40 articles.

1. Hierarchical Over-the-Air Federated Learning With Awareness of Interference and Data Heterogeneity

2. Wireless for Machine Learning: A Survey

3. Communication-efficient learning of deep networks from decentralized data;McMahan

4. Multi-level local SGD: Distributed SGD for heterogeneous hierarchical networks;Castiglia

5. Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design

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1. Performance Analysis of a Hybrid Federated-Centralized Learning Framework;2024 IEEE International Conference on Electro Information Technology (eIT);2024-05-30

2. BS-SCRM: a novel approach to secure wireless sensor networks via blockchain and swarm intelligence techniques;Scientific Reports;2024-04-27

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