Kai Peng - Publications, H-index & Citations

Kai Peng

Huazhong University of Science and Technology

14H指数

73论文数

681被引数

收录论文 24

发表时间

AutoLFD: A Three-Stage Framework for Fine-grained Microservice Auto-scaling in Edge Server Clusters AutoLFD：边缘服务器集群中细粒度微服务自动扩展的三阶段框架

IEEE Transactions on Cloud Computing

IF5

2026-09-09

PREAI

Kai Peng; Zhanhao Zhang; Shangwen Zhuang; Jiacheng Wang; Menglan Hu; Tianyue Zheng; Zehui Xiong

Causal-Inference-Driven Communication-Enhanced Computation Offloading for IRS-Assisted IoV 基于因果推断的通信增强计算卸载技术用于智能反射面辅助的物联网车辆系统

IEEE Transactions on Cloud Computing

IF5

2026-08-06

PREAI

Yuanlin Lin; Kai Peng; Kunkun Yue; Bohai Zhao; Xiaolong Xu; Victor C.M. Leung

AoI-aware privacy-preserving computation offloading in the internet of vehicles using GRPO

Computer Networks

IF4.6

2026-07-22

PREAI

Kai Peng; Xiaoyue Zhao; Kunkun Yue; Yuanlin Lin; Victor C.M. Leung

AoI-Aware Collaborative Data Caching in IIoT: A Multi-Agent Reinforcement Learning-Based Approach 面向AoI的IIoT协同数据缓存：基于多智能体强化学习的方法

IEEE Transactions on Cloud Computing

IF5

2026-02-23

PREAI

Bingtao Kang; Kai Peng; Shangguang Wang; Xiaolong Xu; Victor C. M. Leung

DRL-based privacy-aware task offloading with local Gaussian perturbation for IIoT-MEC 基于DRL的面向隐私保护的局部高斯扰动任务卸载方法，用于IIoT-MEC

Ad Hoc Networks

IF4.8

2026-02-23

PREAI

Yiting Zhu; Kai Peng; Zhenguo Gao; Xiaolong Xu; Victor C.M. Leung

Cost-Aware Dependent Task Offloading and Resource Allocation for Satellite Edge Computing: An Asynchronous Deep Reinforcement Learning Approach 面向卫星边缘计算的考虑成本的任务卸载与资源分配：一种异步深度强化学习方法

IEEE Transactions on Mobile Computing

IF9.2

2025-12-17

PREAI

Hualong Huang; Hancong Duan; Wenhan Zhan; Geyong Min; Kai Peng; Yuchuan Lei

Security-aware computation offloading in internet of vehicles: a multi-agent reinforcement learning algorithm with attention mechanism 车辆物联网中的安全感知计算卸载：一种带注意力机制的多智能体强化学习算法

Journal of Cloud Computing

IF0

2025-12-13

OAAI

Kai Peng; Kunkun Yue; Peiyun Xiao; Victor C. M. Leung

PORPRS: Priority-aware task offloading in HAP-aided Internet of Vehicles via GRPO with Dynamic residual shrinkage networks PORPRS：基于动态残差收缩网络的空中接入点辅助车联网中基于GRPO的感知优先级任务卸载

Ad Hoc Networks

IF4.8

2025-09-20

PREAI

Kunkun Yue; Kai Peng; Yuanlin Lin; Xiaoyue Zhao; Xiaolong Xu; Victor C.M. Leung

Mobility-aware task offloading in UAV-MEC-assisted IoV: A two-stage approach UAV-MEC辅助IoV中的移动性感知任务卸载：一种两阶段方法

Ad Hoc Networks

IF4.8

2025-07-28

PREAI

Kai Peng; Yuanlin Lin; Xiaolong Xu; Kunkun Yue; Victor C.M. Leung

Mobility-Aware Computation Offloading With Load Balancing in Smart City Networks Using MEC Federation

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-11-01

PREAI

Huang, Hualong; Zhan, Wenhan; Min, Geyong; Duan, Zhekai; Peng, Kai

A Multi-Agent DRL-Based Computation Offloading and Resource Allocation Method With Attention Mechanism in MEC-Enabled IIoT MEC支持的IIoT中基于注意力机制的多代理DRL计算卸载和资源分配方法

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-11-01

PREAI

Ling, Chengfang; Peng, Kai; Wang, Shangguang; Xu, Xiaolong; Leung, Victor C. M.

Optimal service caching, pricing and task partitioning in mobile edge computing federation

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-10-01

PREAI

Huang, Hualong; Duan, Zhekai; Zhan, Wenhan; Min, Geyong; Peng, Kai

SCOF: Security-Aware Computation Offloading Using Federated Reinforcement Learning in Industrial Internet of Things With Edge Computing SCOF: 在具有边缘计算的工业物联网中使用联合强化学习进行安全感知计算卸载

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2024-07-01

PREAI

Peng, Kai; Xiao, Peiyun; Wang, Shangguang; Leung, Victor C. M.

Reliability-Aware Proactive Offloading in Mobile Edge Computing Using Stackelberg Game Approach 使用Stackelberg博弈方法在移动边缘计算中实现可靠性感知的主动卸载

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-05-01

PREAI

Peng, Kai; Yang, Yu; Wang, Shangguang; Xiao, Peiyun; Leung, Victor C. M.

Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting 用于交通流预测的时空图注意门控递归变压器网络

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-04-15

PREAI

Wu, Di; Peng, Kai; Wang, Shangguang; Leung, Victor C. M.

AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach

IEEE TRANSACTIONS ON CLOUD COMPUTING

IF5

2023-10-01

PREAI

Peng, Kai; Xiao, Peiyun; Wang, Shangguang; Leung, Victor C. M.

Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing 边缘计算中医疗保健网络物理系统的AR应用程序的移动性和隐私感知卸载

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2023-09-01

PREAI

Peng, Kai; Liu, Peichen; Bilal, Muhammad; Xu, Xiaolong; Prezioso, Edoardo

Intelligent Computation Offloading and Resource Allocation in IIoT With End-Edge-Cloud Computing Using NSGA-III

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2023-09-01

PREAI

Peng, Kai; Huang, Hualong; Zhao, Bohai; Jolfaei, Alireza; Xu, Xiaolong; Bilal, Muhammad

Distributed Incentives for Intelligent Offloading and Resource Allocation in Digital Twin Driven Smart Industry

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-03-01

PREAI

Peng, Kai; Huang, Hualong; Bilal, Muhammad; Xu, Xiaolong

Joint Optimization of Energy Conservation and Privacy Preservation for Intelligent Task Offloading in MEC-Enabled Smart Cities

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-09-01

PREAI

Peng, Kai; Huang, Hualong; Liu, Peichen; Xu, Xiaolong; Leung, Victor C. M.

研究方向