Adaptive Model Transfers and Aggregations for Efficient Federated Learning in IoT Edge Systems with Non-IID Data

Jenn-Wei Lin; Taewoon Kim; Hung-Jen Tu; Po-Hsien Kuo

doi:10.1109/DSIT60026.2023.00017

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2023 6th International Conference on Data Science and Information Technology (DSIT)

Adaptive Model Transfers and Aggregations for Efficient Federated Learning in IoT Edge Systems with Non-IID Data

Year: 2023, Pages: 56-60

DOI Bookmark: 10.1109/DSIT60026.2023.00017

Authors

Jenn-Wei Lin, Fu Jen Catholic University,Department of Computer Science and Information Engineering,Taiwan
Taewoon Kim, Pusan National University,School of Computer Science and Engineering,South Korea
Hung-Jen Tu, Fu Jen Catholic University,Department of Computer Science and Information Engineering,Taiwan
Po-Hsien Kuo, Fu Jen Catholic University,Department of Computer Science and Information Engineering,Taiwan

Adaptive Model Transfers and Aggregations for Efficient Federated Learning in IoT Edge Systems with Non-IID Data

Authors

Abstract