3 papers
cs.LG2024
Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks
Lu Yu, Zheng Chang, Yunjian Jia +1
The integration of autonomous driving technologies with vehicular networks presents significant challenges in privacy preservation, communication efficiency, and resource allocatio…
cs.LG2024
Joint Optimization of Resource Allocation and Data Selection for Fast and Cost-Efficient Federated Edge Learning
Yunjian Jia, Zhen Huang, Jiping Yan +3
Deploying federated learning at the wireless edge introduces federated edge learning (FEEL). Given FEEL's limited communication resources and potential mislabeled data on devices,…
eess.SY2024
Adaptive Cooperative Streaming of Holographic Video Over Wireless Networks: A Proximal Policy Optimization Solution
Wanli Wen, Jiping Yan, Yulu Zhang +3
Adapting holographic video streaming to fluctuating wireless channels is essential to maintain consistent and satisfactory Quality of Experience (QoE) for users, which, however, is…