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 | 151 | 2021 |
A novel reinforcement learning algorithm for virtual network embedding H Yao, X Chen, M Li, P Zhang, L Wang Neurocomputing 284, 1-9, 2018 | 131 | 2018 |
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 | 129 | 2017 |
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 | 128 | 2019 |
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 | 127 | 2018 |
Automatic text summarization based on sentences clustering and extraction P Zhang, C Li 2009 2nd IEEE international conference on computer science and information …, 2009 | 125 | 2009 |
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 | 120 | 2019 |
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 | 98 | 2019 |
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 | 92 | 2018 |
Virtual network embedding based on the degree and clustering coefficient information P Zhang, H Yao, Y Liu IEEE Access 4, 8572-8580, 2016 | 90 | 2016 |
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 | 77 | 2021 |
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 | 68 | 2020 |
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 | 67 | 2019 |
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 | 63 | 2020 |
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 | 58 | 2018 |
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 | 57 | 2020 |
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 | 55 | 2019 |
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 | 55 | 2018 |
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 | 50 | 2021 |
Ultra-low latency multi-task offloading in mobile edge computing H Zhang, Y Yang, X Huang, C Fang, P Zhang IEEE Access 9, 32569-32581, 2021 | 48 | 2021 |