[PDF][PDF] 异构物联网下资源高效的分层协同联邦学习方法
王汝言， 陈伟， 张普宁， 吴大鹏， 杨志刚 - 电子与信息学报, 2023 - jeit.ac.cn
… affects severely the training efficiency and accuracy of Federated Learning (FL). This
characteristical heterogeneity of … Hierarchical federated learning ACROSS heterogeneous cellular …
characteristical heterogeneity of … Hierarchical federated learning ACROSS heterogeneous cellular …
基于背包模型的联邦学习客户端选择方法
郭佳慧， 陈卓越， 高玮， 王玺钧， 孙兴华， 高林 - 物联网学报, 2022 - infocomm-journal.com
… Subsequently, two federated learning protocols based on the knapsack model were
proposed, namely OfflineKP-FL protocol and OnlineKP-FL protocol. OfflineKP-FL protocol was …
proposed, namely OfflineKP-FL protocol and OnlineKP-FL protocol. OfflineKP-FL protocol was …