In-Network Computation for Large-Scale Federated Learning Over Wireless Edge Networks.
IEEE Trans. Mob. Comput., October, 2023
A Hybrid DQN and Optimization Approach for Strategy and Resource Allocation in MEC Networks.
IEEE Trans. Wirel. Commun., 2021
In-network Computation for Large-scale Federated Learning over Wireless Edge Networks.
CoRR, 2021
Low-Latency and Secure Computation Offloading Assisted by Hybrid Relay-Reflecting Intelligent Surface.
CoRR, 2021
Enabling Large-Scale Federated Learning over Wireless Edge Networks.
Proceedings of the IEEE Global Communications Conference, 2021
Online Resource Procurement and Allocation in a Hybrid Edge-Cloud Computing System.
IEEE Trans. Wirel. Commun., 2020
Enabling intelligence in fog computing to achieve energy and latency reduction.
Digit. Commun. Networks, 2019
Joint Optimization of Execution Latency and Energy Consumption for Mobile Edge Computing with Data Compression and Task Allocation.
CoRR, 2019
A Learning-Based Expected Best Offloading Strategy in Wireless Edge Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Learning for Computation Offloading in Mobile Edge Computing.
IEEE Trans. Commun., 2018
Offloading in Mobile Edge Computing: Task Allocation and Computational Frequency Scaling.
IEEE Trans. Commun., 2017
Adaptive Computation Scaling and Task Offloading in Mobile Edge Computing.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017