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Peiying Zhang
Peiying Zhang
中国石油大学（华东）副教授
Verified email at upc.edu.cn
Title
Cited by
Cited by
Year
Deep reinforcement learning assisted federated learning algorithm for data management of IIoT
P Zhang, C Wang, C Jiang, Z Han
IEEE Transactions on Industrial Informatics 17 (12), 8475-8484, 2021
1842021
Identification of encrypted traffic through attention mechanism based long short term memory
H Yao, C Liu, P Zhang, S Wu, C Jiang, S Yu
IEEE transactions on big data 8 (1), 241-252, 2019
1462019
A novel reinforcement learning algorithm for virtual network embedding
H Yao, X Chen, M Li, P Zhang, L Wang
Neurocomputing 284, 1-9, 2018
1462018
MSML: A novel multilevel semi-supervised machine learning framework for intrusion detection system
H Yao, D Fu, P Zhang, M Li, Y Liu
IEEE Internet of Things Journal 6 (2), 1949-1959, 2018
1422018
Virtual network embedding based on computing, network, and storage resource constraints
P Zhang, H Yao, Y Liu
IEEE Internet of Things Journal 5 (5), 3298-3304, 2017
1372017
Capsule network assisted IoT traffic classification mechanism for smart cities
H Yao, P Gao, J Wang, P Zhang, C Jiang, Z Han
IEEE Internet of Things Journal 6 (5), 7515-7525, 2019
1342019
Automatic text summarization based on sentences clustering and extraction
P Zhang, C Li
2009 2nd IEEE international conference on computer science and information …, 2009
1312009
Hybrid intrusion detection system for edge-based IIoT relying on machine-learning-aided detection
H Yao, P Gao, P Zhang, J Wang, C Jiang, L Lu
IEEE Network 33 (5), 75-81, 2019
1022019
Virtual network embedding based on the degree and clustering coefficient information
P Zhang, H Yao, Y Liu
IEEE Access 4, 8572-8580, 2016
962016
NetworkAI: An intelligent network architecture for self-learning control strategies in software defined networks
H Yao, T Mai, X Xu, P Zhang, M Li, Y Liu
IEEE Internet of Things Journal 5 (6), 4319-4327, 2018
952018
Space-air-ground integrated multi-domain network resource orchestration based on virtual network architecture: A DRL method
P Zhang, C Wang, N Kumar, L Liu
IEEE Transactions on Intelligent Transportation Systems 23 (3), 2798-2808, 2021
912021
Security-aware virtual network embedding algorithm based on reinforcement learning
P Zhang, C Wang, C Jiang, A Benslimane
IEEE Transactions on Network Science and Engineering 8 (2), 1095-1105, 2020
772020
Virtual network embedding based on modified genetic algorithm
P Zhang, H Yao, M Li, Y Liu
Peer-to-Peer Networking and Applications 12 (2), 481-492, 2019
762019
A continuous-decision virtual network embedding scheme relying on reinforcement learning
H Yao, S Ma, J Wang, P Zhang, C Jiang, S Guo
IEEE Transactions on Network and Service Management 17 (2), 864-875, 2020
742020
Dynamic virtual network embedding algorithm based on graph convolution neural network and reinforcement learning
P Zhang, C Wang, N Kumar, W Zhang, L Liu
IEEE Internet of Things Journal 9 (12), 9389-9398, 2021
642021
STEC-IoT: A security tactic by virtualizing edge computing on IoT
P Zhang, C Jiang, X Pang, Y Qian
IEEE Internet of Things Journal 8 (4), 2459-2467, 2020
612020
Virtual network embedding using node multiple metrics based on simplified ELECTRE method
P Zhang, H Yao, C Qiu, Y Liu
Ieee Access 6, 37314-37327, 2018
612018
RDAM: A reinforcement learning based dynamic attribute matrix representation for virtual network embedding
H Yao, B Zhang, P Zhang, S Wu, C Jiang, S Guo
IEEE Transactions on Emerging Topics in Computing 9 (2), 901-914, 2018
592018
AI-enabled space-air-ground integrated networks: Management and optimization
P Zhang, N Chen, S Shen, S Yu, N Kumar, CH Hsu
IEEE Network, 2023
582023
Machine learning aided load balance routing scheme considering queue utilization
H Yao, X Yuan, P Zhang, J Wang, C Jiang, M Guizani
IEEE Transactions on Vehicular Technology 68 (8), 7987-7999, 2019
582019
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