Peiying Zhang

Best Publications

• Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

  Peiying Zhang;Chao Wang;Chunxiao Jiang;Zhu Han

  198
  Citations

• Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory

  Haipeng Yao;Chong Liu;Peiying Zhang;Sheng Wu

  168
  Citations

• A novel reinforcement learning algorithm for virtual network embedding

  Haipeng Yao;Xu Chen;Maozhen Li;Peiying Zhang

  143
  Citations

• Virtual Network Embedding Based on Computing, Network, and Storage Resource Constraints

  Peiying Zhang;Haipeng Yao;Yunjie Liu

  134
  Citations

• Capsule Network Assisted IoT Traffic Classification Mechanism for Smart Cities

  Haipeng Yao;Pengcheng Gao;Jingjing Wang;Peiying Zhang

  116
  Citations

• MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System

  Haipeng Yao;Danyang Fu;Peiying Zhang;Maozhen Li

  114
  Citations

• Space-Air-Ground Integrated Multi-Domain Network Resource Orchestration Based on Virtual Network Architecture: A DRL Method

  Peiying Zhang;Chao Wang;Neeraj Kumar;Lei Liu

  100
  Citations

• Hybrid Intrusion Detection System for Edge-Based IIoT Relying on Machine-Learning-Aided Detection

  Haipeng Yao;Pengcheng Gao;Peiying Zhang;Jingjing Wang

  99
  Citations

• Virtual Network Embedding Based on the Degree and Clustering Coefficient Information

  Peiying Zhang;Haipeng Yao;Yunjie Liu

  94
  Citations

• AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization

  Unknown

  92
  Citations

• CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm

  Unknown

  90
  Citations

• NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks

  Haipeng Yao;Tianle Mai;Xiaobin Xu;Peiying Zhang

  82
  Citations

• Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain

  Unknown

  80
  Citations

• Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning

  Peiying Zhang;Chao Wang;Chunxiao Jiang;Abderrahim Benslimane

  70
  Citations

• Ultra-Low Latency Multi-Task Offloading in Mobile Edge Computing

  Unknown

  67
  Citations

• Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network

  Unknown

  64
  Citations

• Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning

  Peiying Zhang;Chao Wang;Neeraj Kumar;Weishan Zhang

  63
  Citations

• Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space–Air–Ground-Integrated Network Resource Allocation Scenario

  Unknown

  62
  Citations

• A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning

  Haipeng Yao;Sihan Ma;Jingjing Wang;Peiying Zhang

  60
  Citations

• RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding

  Haipeng Yao;Bo Zhang;Peiying Zhang;Sheng Wu

  49
  Citations