Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks

Author:

Dong Fan1,Abbasi Ali1,Leung Henry1,Wang Xin2,Zhou Jiayu3,Drew Steve1

Affiliation:

1. University of Calgary,Department of Electrical and Software Engineering,Calgary,AB,Canada

2. University of Calgary,Department of Geomatics Engineering,Calgary,AB,Canada

3. Michigan State University,Department of Computer Science and Engineering,East Lansing,MI,USA

Publisher

IEEE

Reference17 articles.

1. Space-Air-Ground Integrated Network: A Survey

2. Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme

3. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

4. Towards federated learning at scale: System design;Bonawitz;Proceedings of machine learning and systems,2019

5. FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks

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