Efficient Parallel Split Learning Over Resource-Constrained Wireless Edge Networks

Zheng Lin, Guangyu Zhu, Yiqin Deng, +4

IEEE Transactions on Mobile Computing

Edge IntelligenceEngineeringMachine LearningEdge ComputingNetworks +13

Parallel Offloading in Green and Sustainable Mobile Edge Computing for Delay-Constrained IoT System

Yiqin Deng, Zhigang Chen, Xin Yao, +2

IEEE Transactions on Vehicular Technology

EngineeringEdge DeviceEnergy EfficiencyParallel OffloadingInternet Of Things +19

Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities

Xianhao Chen, Yiqin Deng, Haichuan Ding, +4

IEEE Communications Surveys & Tutorials

Vehicle CommunicationInternet Of VehicleEngineeringSmart CityVehicular Networks +16

Task Scheduling for Smart City Applications Based on Multi-Server Mobile Edge Computing

Yiqin Deng, Zhigang Chen, Xin Yao, +2

IEEE Access

Edge IntelligenceEngineeringEdge DeviceSmart City ApplicationsSmart City +13

Federated Learning Over Multihop Wireless Networks With In-Network Aggregation

Xianhao Chen, Guangyu Zhu, Yiqin Deng, +1

IEEE Transactions on Wireless Communications

EngineeringMachine LearningData ScienceEdge ComputingMesh Network +12

Workload scheduling toward worst‐case delay and optimal utility for single‐hop Fog‐IoT architecture

Yiqin Deng, Zhigang Chen, Deyu Zhang, +1

IET Communications

EngineeringFog Computing SecurityFog ComputingOptimal UtilityComputing Systems +17

Mobile-edge computing-based delay minimization controller placement in SDN-IoV

Bo Li, Xiaoheng Deng, Yiqin Deng

Computer Networks

EngineeringEdge DeviceEdge ComputingComputer EngineeringMulti-access Edge Computing +3

Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks

Yanhu Wang, Shuaishuai Guo, Yiqin Deng, +2

IEEE Transactions on Wireless Communications

MEC-Based Dynamic Controller Placement in SD-IoV: A Deep Reinforcement Learning Approach

Bo Li, Xiaoheng Deng, Xuechen Chen, +2

IEEE Transactions on Vehicular Technology

Flow FluctuationsDynamic InternetEngineeringAutonomous NetworkEdge Device +13

Minimizing Maximum Latency of Task Offloading for Multi-UAV-Assisted Maritime Search and Rescue

Shuang Qi, Bin Lin, Yiqin Deng, +2

IEEE Transactions on Vehicular Technology

EngineeringUnmanned VehicleUnmanned SystemSystems EngineeringMulti-uav-assisted Maritime Search +19