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High-Precision Edge-Cloud Collaboration With Federated Learning in Edge Optical Network (W6A.11)

Presenter: Chao Li, Beijing University of Posts and Telecomm

This paper proposes a high-precision edge-cloud collaborative federated learning (ECFL) scheme based on data matching in Metro Optical Network. ECFL improves the training accuracy of machine learning and reduces the network-blocking rate.

Authors:Chao Li, Beijing University of Posts and Telecomm / Hui Yang, Beijing University of Posts and Telecomm / Qiuyan Yao, Beijing University of Posts and Telecomm / Zhengjie Sun, Beijing University of Posts and Telecomm / Jie Zhang, Beijing University of Posts and Telecomm


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