孙晓宁｜重庆师范大学｜学者主页

2026

HPRCC: Popularity-Aware and Physics-Inspired Content Caching in MEC by Using Adversarial Semi-Bandit Learning

Jinpeng Li, Xiaoning Sun, Houli Xie, Yunni Xia, Peng Chen, Ziyang Zeng, Lijun Liu

IEEE International Conference on Web Services (ICWS)

DOI

2026

DCPS: A Novel Community-Interest-Aware Centralized Resource Scheduling for Cooperative MEC Caching

Kunyin Guo, G. H. Guo, Xiaoning Sun, Yunni Xia

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2026

CPRGO: Delay-Aware Task Scheduling Strategy for Edge-Cloud Continuum in Multi-Hop Network Environments

Xuan Xiao, Jing Li, Lei Zhou, Xiaoning Sun, Yunni Xia

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2025

边缘环境下基于兴趣和移动感知的服务迁移路径选择方法

戴梦轩，夏云霓，马勇，马堉银，董玉民，刘辉，陈鹏，孙晓宁，龙廷艳

《计算机科学》

2025

A Federated Deep Reinforcement-Learning-Based Method for User-Interest-Informed Dynamic Caching in Mobile Edge Computing

Wuqiang Shu, Xiaoning Sun, Yunni Xia, Yunye Wan, Jiale Zhao, Guanglin Guo

Lecture notes in computer science

DOI

2025

PENOA: A Reinforcement Learning-Enhanced Evolutionary Approach for Task Offloading in Vehicular Edge Computing

Mengfei He, Xiaoning Sun, Yunni Xia, Xi-Feng Xu, Jiale Zhao, Mengdi Wang

International Conference on Web Services

DOI

2025

DeCoPre: A Decentralized and Social Group Interest-Informed Resource Pre-allocation Method in Edge Computing

Shiting Tan, Jiale Zhao, Xiaoning Sun, Yumin Dong, Yong Ma, Yunni Xia, Ying-Zhe Zhang, Tenghui Wang

International Conference on Web Services

DOI

2024

Ets-ddpg: an energy-efficient and QoS-guaranteed edge task scheduling approach based on deep reinforcement learning

Jiale Zhao, Yunni Xia, Xiaoning Sun, Tingyan Long, Qinglan Peng, Shangzhi Guo, Fei Meng, Yumin Dong, Qing Xia

Wireless Networks

DOI

2024

Delay-Aware Service Caching in Edge Cloud: An Adversarial Semi-Bandits Learning-Based Approach

Jinpeng Li, Yunni Xia, Xiaoning Sun, Peng Chen, Xiaobo Li, Jiafeng Feng

IEEE ... International Conference on Cloud Computing

DOI

2024

A Novel Predictive Approach to Content Popularity-Aware Edge Caching in VEC

YiYuan Zuo, Yunni Xia, Ruilong Yang, Xu Wang, Xingli Zhong, Qing Xia, Xiaoning Sun, Jiafeng Feng

IEEE International Conference on Software Services Engineering (SSE)

DOI

2024

A Hybrid Method to Interest-informed and Mobility-aware Mobile Service Migration in Edge Computing

Mengxuan Dai, Yunni Xia, Xu Wang, Lei Yu, Xingli Zhong, Hui Liu, Qing Xia, Qinglan Peng, Xiaoning Sun, Jiajun Su

IEEE International Conference on Web Services (ICWS)

DOI

2024

A Deep Deterministic Policy Gradient-Based Method for Enforcing Service Fault-Tolerance in MEC

Tingyan Long, Peng Chen, Yunni Xia, Yong Ma, Xiaoning Sun, Jiale Zhao, Yifei Lyu

Chinese Journal of Electronics

DOI

2023

M-MNFT: A Novel Modified (m, n)-Fault Tolerance Approach for Service Migration in Vehicular Edge Computing

Yawen Li, Xiaoning Sun, Yunni Xia, Peng Chen, Yin Li, Qinglan Peng

IEEE International Conference on Software Services Engineering (SSE)

DOI

2022

A Novel Outlier-Tolerable and Predictive Approach to Web Service Composition

Xiaoning Sun, Peng Chen, Mengxuan Dai, Yunni Xia, Wanbo Zheng, Jianqi Li, Hong Ling Xie, Xiaodong Fu, Kai Peng, Xianhua Niu, Juan Chen

Lecture notes in computer science

DOI

2020

Predictive-Trend-Aware Composition of Web Services With Time-Varying Quality-of-Service

Xiaoning Sun, Shu Wang, Yunni Xia, Wan-Bo Zheng

IEEE Access

DOI

2020

Maximizing Reliability of Data-Intensive Workflow Systems with Active Fault Tolerance Schemes in Cloud

Weiling Li, Xiaoning Sun, Ke-Wen Liao, Yunni Xia, Feifei Chen, Qiang He

IEEE International Conference on Cloud Computing

DOI

2020

A Predictive-Trend-Aware and Critical-Path-Estimation-Based Method for Workflow Scheduling Upon Cloud Services

Yi Pan, Xiaoning Sun, Yunni Xia, Wan-Bo Zheng, Xin Luo

IEEE International Conference on Services Computing

DOI

2020

A Novel Probabilistic-Performance-Aware Approach to Multi-workflow Scheduling in the Edge Computing Environment

Yu-Yin Ma, Rui-Long Yang, Yi Peng, M. Long, Xiaoning Sun, Wan-Bo Zheng, Xiaobo Li, Yong Ma

International Conference on Collaborative Computing

DOI

2020

A Stochastic-Performance-Distribution-Based Approach to Cloud Workflow Scheduling with Fluctuating Performance

Yi Pan, Xiaoning Sun, Yunni Xia, Peng Chen, Shan-Chen Pang, Xiaobo Li, Yong Ma

International Conference on Web Services

DOI

2019

A Workload-Aware VM Consolidation Method Based on Coalitional Game for Energy-Saving in Cloud

Xuan Xiao, Wan-Bo Zheng, Yunni Xia, Xiaoning Sun, Qinglan Peng, Yu Guo

IEEE Access

DOI

2019

A Novel Coalitional Game-Theoretic Approach for Energy-Aware Dynamic VM Consolidation in Heterogeneous Cloud Datacenters

Xuan Xiao, Yunni Xia, Feng Zeng, Wanbo Zheng, Xiaoning Sun, Qinglan Peng, Yu Guo, Xin Luo

International Conference on Web Services

DOI

2018

Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds

Weiling Li, Yunni Xia, Mengchu Zhou, Xiaoning Sun, Qingsheng Zhu

IEEE Access

DOI

2018

A Fluctuation-Aware Approach for Predictive Web Service Composition

Xiaoning Sun, Jiang-Chuan Chen, Yunni Xia, Qiang He, Yuandou Wang, Xin Luo, Rongqing Zhang, Wuhong Han, Quan-Wang Wu

IEEE International Conference on Services Computing

DOI

2017

RestSep: Towards a Test-Oriented Privilege Partitioning Approach for RESTful APIs

Yang Luo, Tian Puyang, Xiaoning Sun, Qing-Ni Shen, Yahui Yang, Anbang Ruan, Zhonghai Wu

2017 IEEE International Conference on Web Services (ICWS)

DOI

2016

A Stochastic-Petri-Net-Based Model for Ontology-Based Service Composition

Kuang Li, Weiling Li, Xiaoning Sun, Yunni Xia

International Conference on Service Science

DOI

2013

Optimal Service Selection Based on Business for Cloud Computing

Xiaochen Liu, Chunhe Xia, Zhao Wei, Xiaoning Sun, Zhiqiang Zhan

International Conference on Scientific Computing

DOI

孙晓宁

精选作品

期刊论文

HPRCC: Popularity-Aware and Physics-Inspired Content Caching in MEC by Using Adversarial Semi-Bandit Learning

DCPS: A Novel Community-Interest-Aware Centralized Resource Scheduling for Cooperative MEC Caching

CPRGO: Delay-Aware Task Scheduling Strategy for Edge-Cloud Continuum in Multi-Hop Network Environments

边缘环境下基于兴趣和移动感知的服务迁移路径选择方法

A Federated Deep Reinforcement-Learning-Based Method for User-Interest-Informed Dynamic Caching in Mobile Edge Computing

PENOA: A Reinforcement Learning-Enhanced Evolutionary Approach for Task Offloading in Vehicular Edge Computing

DeCoPre: A Decentralized and Social Group Interest-Informed Resource Pre-allocation Method in Edge Computing

Ets-ddpg: an energy-efficient and QoS-guaranteed edge task scheduling approach based on deep reinforcement learning

Delay-Aware Service Caching in Edge Cloud: An Adversarial Semi-Bandits Learning-Based Approach

A Novel Predictive Approach to Content Popularity-Aware Edge Caching in VEC

A Hybrid Method to Interest-informed and Mobility-aware Mobile Service Migration in Edge Computing

A Deep Deterministic Policy Gradient-Based Method for Enforcing Service Fault-Tolerance in MEC

M-MNFT: A Novel Modified (m, n)-Fault Tolerance Approach for Service Migration in Vehicular Edge Computing

A Novel Outlier-Tolerable and Predictive Approach to Web Service Composition

Predictive-Trend-Aware Composition of Web Services With Time-Varying Quality-of-Service

Maximizing Reliability of Data-Intensive Workflow Systems with Active Fault Tolerance Schemes in Cloud

A Predictive-Trend-Aware and Critical-Path-Estimation-Based Method for Workflow Scheduling Upon Cloud Services

A Novel Probabilistic-Performance-Aware Approach to Multi-workflow Scheduling in the Edge Computing Environment

A Stochastic-Performance-Distribution-Based Approach to Cloud Workflow Scheduling with Fluctuating Performance

A Workload-Aware VM Consolidation Method Based on Coalitional Game for Energy-Saving in Cloud

A Novel Coalitional Game-Theoretic Approach for Energy-Aware Dynamic VM Consolidation in Heterogeneous Cloud Datacenters

Fluctuation-Aware and Predictive Workflow Scheduling in Cost-Effective Infrastructure-as-a-Service Clouds

A Fluctuation-Aware Approach for Predictive Web Service Composition

RestSep: Towards a Test-Oriented Privilege Partitioning Approach for RESTful APIs

A Stochastic-Petri-Net-Based Model for Ontology-Based Service Composition

Optimal Service Selection Based on Business for Cloud Computing

研究方向