Value of Information and Timing-aware Scheduling for Federated Learning

Author:

Khan Muhammad Azeem1,Yang Howard H.2,Chen Zihan3,Iera Antonio1,Pappas Nikolaos4

Affiliation:

1. University of Calabria,DIMES Department,Arcavacata di Rende,(CS),Italy

2. Zhejiang University,ZJU-UIUC Institute,China

3. Singapore University of Technology and Design,ISTD Pillar,Singapore

4. Linköping University,Department of Computer and Information Science,Sweden

Publisher

IEEE

Reference25 articles.

1. Federated learning: Strategies for improving communication efficiency;Konečnỳ;arXiv:1610.05492,2016

2. Communication-efficient learning of deep networks from decentralized data;McMahan;Artificial intelligence and statistics,2017

3. Deep gradient compression: Reducing the communication bandwidth for distributed training;Lin;arXiv:1712.01887,2017

4. Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends

5. Adaptive Federated Learning in Resource Constrained Edge Computing Systems

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