金惠颖｜南京邮电大学｜学者主页

2026

Interactive Fast Computation Offloading and Resource Allocation: A Joint Optimization Approach for Metaverse Applications

Qi Wang, Huiying Jin, Changhong Tai, Hai Dong, Pengcheng Zhang

IEEE Transactions on Services Computing

DOI

2026

Meta-Reinforcement Learning for Computation Offloading and Resource Allocation in MEC-Enabled Immersive Metaverse

Qi Wang, Huiying Jin, Hai Dong, Pengcheng Zhang, A.-K. Qin, Tao Gu

IEEE Transactions on Mobile Computing

DOI

2026

Privacy-Preserving Service Migration for Multi-User Metaverse Environments

Huiying Jin, Zhiyuan Ge, Hai Dong, Pengcheng Zhang, Jian Zhou, Fu Xiao, A. Bouguettaya

IEEE Transactions on Services Computing

DOI

2026

HeatMoE: A Heat-Aware Hybrid Architecture for Serverless Mixture-of-Experts Training

Ling-Yun Song, Huiying Jin, Yun-Fei Zhang, Hai Dong, Pengcheng Zhang

2026 IEEE International Conference on Web Services (ICWS)

DOI

2026

Budget-constrained workflow scheduling using task prediction in hybrid environments

Changhong Tai, Huiying Jin, Qi Wang, Hai Dong, Pengcheng Zhang

Expert systems with applications

DOI

2026

Fine-Grained DNN Partitioning and Offloading with Cold Start Mitigation in Vehicular Edge Computing

Yi-Yang Nie, Yun-Fei Zhang, Huiying Jin, Pengcheng Zhang

2026 IEEE International Conference on Software Services Engineering (SSE)

DOI

2026

LEOCaching: Network Topology-Aware Dynamic Caching in Satellite Networks via Multi-agent Reinforcement Learning

Hui Li, Lu Zhao, Hui Cai, Huiying Jin, Jian Zhou, Fu Xiao

Communications in computer and information science

DOI

2025

云网融合环境下组合服务的动态重构

刘坤，张鹏程，金惠颖，吉顺慧

《计算机工程》

2025

Privacy-Preserving and Efficient Offloading for Cooperative Vehicle Infrastructure Systems

Jie Zhang, Huiying Jin, Jingyi Zhao, Hai Dong, Pengcheng Zhang

2025 IEEE International Conference on Web Services (ICWS)

DOI

2025

DAG- FGL: An Enhanced Approach for Accurate Workflow Task Execution Time Prediction with Complex Dependencies

Changhong Tai, Huiying Jin, Qi Wang, Hai Dong, Pengcheng Zhang

2025 IEEE International Conference on Web Services (ICWS)

DOI

2025

VMeta: A QoS Dataset for Metaverse Services

Zhiyuan Ge, Huiying Jin, Hai Dong, Shunhui Ji, Jiajia Li, Shuhan Yang, Qi Wang, Pengcheng Zhang

Communications in computer and information science

DOI

2024

QoS Optimization via Computation Offloading in Metaverse Environment

Zhiyuan Ge, Pengcheng Zhang, Huiying Jin, Hai Dong, Shunhui Ji, Jiajia Li, Qi Wang

2024 IEEE International Conference on Web Services (ICWS)

DOI

2024

Space-Time-Aware Proactive QoS Monitoring for Mobile Edge Computing

Shunhui Ji, Jiajia Li, Huiying Jin, Ting Wei, Hai Dong, Pengcheng Zhang, A. Bouguettaya

IEEE Transactions on Network and Service Management

DOI

2024

Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments

Huiying Jin, Pengcheng Zhang, Hai Dong, A. Bouguettaya, Albert Y. Zomaya

IEEE Transactions on Services Computing

DOI

2024

Mobility-Aware and Privacy-Protecting QoS Optimization in Mobile Edge Networks

Huiying Jin, Pengcheng Zhang, Hai Dong, Xinmiao Wei, Yuelong Zhu, Tao Gu

IEEE Transactions on Mobile Computing

DOI

2024

Resource Aware Multi-User Task Offloading In Mobile Edge Computing

Shunhui Ji, Jiajia Li, Huiying Jin, Hai Dong, Zhiyuan Ge, Shuhan Yang, Pengcheng Zhang

2024 IEEE International Conference on Web Services (ICWS)

DOI

2024

Dynamic Adaptive User Allocation in Mobile Edge Computing

Jiajia Li, Shunhui Ji, Huiying Jin, Hai Dong, Zhiyuan Ge, Pengcheng Zhang

2024 IEEE International Conference on Software Services Engineering (SSE)

DOI

2023

移动边缘计算中基于LSTM和高斯隐藏贝叶斯的主动QoS监控方法

卫婷，张鹏程，金惠颖

《小型微型计算机系统》

2022

M-BSRM: Multivariate BayeSian Runtime QoS Monitoring Using Point Mutual Information

Pengcheng Zhang, Huiying Jin, Hai Dong, Wei Song

IEEE Transactions on Services Computing

DOI

2022

Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing

Ting Wei, Pengcheng Zhang, Hai Dong, Huiying Jin, A. Bouguettaya

International Conference on Service Oriented Computing

DOI

2022

Privacy-Aware Forecasting of Quality of Service in Mobile Edge Computing

Huiying Jin, Pengcheng Zhang, Hai Dong, Yuelong Zhu, A. Bouguettaya

World Congress on Services

DOI

2021

移动边缘计算下基于联邦学习的动态QoS优化

张鹏程，魏芯淼，金惠颖

《计算机学报》

2021

Mobility and Dependence-Aware QoS Monitoring in Mobile Edge Computing

Pengcheng Zhang, Yaling Zhang, Hai Dong, Huiying Jin

IEEE Transactions on Cloud Computing

DOI

2021

CNN-DBN: Quality Assessment and Optimization of Content-Based Image Retrieval Services

Tianhao Yuan, Pengcheng Zhang, Huiying Jin, Xuewu Zhou, Sheng-ping Du

2021 IEEE 12th International Conference on Software Engineering and Service Science (ICSESS)

DOI

2021

Personalized Scholar Recommendation Based on Multi-Dimensional Features

Huiying Jin, Pengcheng Zhang, Hai Dong, Mengqiao Shao, Yuelong Zhu

Applied Sciences

DOI

2020

一种移动边缘环境下面向隐私保护QoS预测方法

张鹏程，金惠颖

《计算机学报》

2020

一种移动边缘计算下基于高斯隐藏贝叶斯的服务质量监控方法

张雅玲，张鹏程，金惠颖

《小型微型计算机系统》

2020

Privacy-Preserving QoS Forecasting in Mobile Edge Environments

Pengcheng Zhang, Huiying Jin, Hai Dong, Wei Song, A. Bouguettaya

IEEE Transactions on Services Computing

DOI

2020

Security-Aware QoS Forecasting in Mobile Edge Computing based on Federated Learning

Huiying Jin, Pengcheng Zhang, Hai Dong

2020 IEEE International Conference on Web Services (ICWS)

DOI

2020

Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set

Pengcheng Zhang, Yaling Zhang, Hai Dong, Huiying Jin

2020 IEEE International Conference on Web Services (ICWS)

DOI

2019

LA-LMRBF: Online and Long-Term Web Service QoS Forecasting

Pengcheng Zhang, Huiying Jin, Hai Dong, Wei Song, Li-Yan Wang

IEEE Transactions on Services Computing

DOI

2018

Weighted Bayesian Runtime Monitor: A Novel QoS Monitoring Approach Sensitive to Environmental Factors

Peng-Cheng Zhang, Huiying Jin, Yuan Zhuang, H. Leung, Wei Song, Yu Zhou

International journal of software engineering and knowledge engineering

DOI

2017

IgS-wBSRM: A time-aware Web Service QoS monitoring approach in dynamic environments

Peng-Cheng Zhang, Huiying Jin, Zhipeng He, H. Leung, Wei Song, Yan Jiang

Information and Software Technology

DOI

金惠颖

精选作品

期刊论文

Interactive Fast Computation Offloading and Resource Allocation: A Joint Optimization Approach for Metaverse Applications

Meta-Reinforcement Learning for Computation Offloading and Resource Allocation in MEC-Enabled Immersive Metaverse

Privacy-Preserving Service Migration for Multi-User Metaverse Environments

HeatMoE: A Heat-Aware Hybrid Architecture for Serverless Mixture-of-Experts Training

Budget-constrained workflow scheduling using task prediction in hybrid environments

Fine-Grained DNN Partitioning and Offloading with Cold Start Mitigation in Vehicular Edge Computing

LEOCaching: Network Topology-Aware Dynamic Caching in Satellite Networks via Multi-agent Reinforcement Learning

云网融合环境下组合服务的动态重构

Privacy-Preserving and Efficient Offloading for Cooperative Vehicle Infrastructure Systems

DAG- FGL: An Enhanced Approach for Accurate Workflow Task Execution Time Prediction with Complex Dependencies

VMeta: A QoS Dataset for Metaverse Services

QoS Optimization via Computation Offloading in Metaverse Environment

Space-Time-Aware Proactive QoS Monitoring for Mobile Edge Computing

Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments

Mobility-Aware and Privacy-Protecting QoS Optimization in Mobile Edge Networks

Resource Aware Multi-User Task Offloading In Mobile Edge Computing

Dynamic Adaptive User Allocation in Mobile Edge Computing

移动边缘计算中基于LSTM和高斯隐藏贝叶斯的主动QoS监控方法

M-BSRM: Multivariate BayeSian Runtime QoS Monitoring Using Point Mutual Information

Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing

Privacy-Aware Forecasting of Quality of Service in Mobile Edge Computing

移动边缘计算下基于联邦学习的动态QoS优化

Mobility and Dependence-Aware QoS Monitoring in Mobile Edge Computing

CNN-DBN: Quality Assessment and Optimization of Content-Based Image Retrieval Services

Personalized Scholar Recommendation Based on Multi-Dimensional Features

一种移动边缘环境下面向隐私保护QoS预测方法

一种移动边缘计算下基于高斯隐藏贝叶斯的服务质量监控方法

Privacy-Preserving QoS Forecasting in Mobile Edge Environments

Security-Aware QoS Forecasting in Mobile Edge Computing based on Federated Learning

Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set

LA-LMRBF: Online and Long-Term Web Service QoS Forecasting

Weighted Bayesian Runtime Monitor: A Novel QoS Monitoring Approach Sensitive to Environmental Factors

IgS-wBSRM: A time-aware Web Service QoS monitoring approach in dynamic environments

研究方向