Author

Jie Li

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#edge computing Oct 2026

Joint Service Caching and Resource Allocation in DT-Empowered Cloud-Edge Networks via MARL With Hierarchical Knowledge Transfer

Through bypassing the long-distance transmission of cloud services, Mobile Edge Computing (MEC) reduces response delay and ensures Quality-of-Service (QoS). In resource-constrained MEC, due to the strong coupling between service provisioning and task execution, reasonable service caching and resource allocation face ma...

Zhe-Yi Chen, Jia-Yun Zheng, Hong-Ju Cheng et al. · IEEE Transactions on Mobile... · 1 citation

#federated learning Oct 2026

FedNereus: Incentive-Aware Heterogeneous Federated Learning Under Resource Constraint

As public concern about data privacy continues to grow, federated learning (FL), as a machine learning technique that does not require the disclosure of user raw data, has attracted widespread attention. However, it still has many common problems. The first problem stems from the absence of incentive mechanisms utilize...

Fu-Yuan Xia, Chen-Hao Ying, Xikun Jiang et al. · IEEE transactions on compute... · 0 citations