D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data

Harsha Varun Marisetty, Manik Gupta, Yogesh Simmhan. D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data. In Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He 0001, Tevfik Kosar, Claudio A. Ardagna, Feras M. Awaysheh, Volker Hilt, Yogesh Simmhan, editors, 2025 IEEE International Conference on Edge Computing and Communications (EDGE), IEEE EDGE 2025, Helsinki, Finland, July 7-12, 2025. pages 156-166, IEEE, 2025. [doi]

Abstract

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