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2020 – today
- 2024
[j125]Peiying Zhang, Zixuan Cui, Neeraj Kumar, Jian Wang, Wei Zhang, Lizhuang Tan:
Local search resource allocation algorithm for space-based backbone network in Deep Reinforcement Learning method. Ad Hoc Networks 163: 103575 (2024)- [j124]Lizhuang Tan, Amjad Aldweesh, Ning Chen, Jian Wang, Jianyong Zhang, Yi Zhang, Konstantin Kostromitin Igorevich, Peiying Zhang:
Energy efficient resource allocation based on virtual network embedding for IoT data generation. Autom. Softw. Eng. 31(2): 66 (2024) - [j123]Yilin Li, Yanxian Bi, Jian Wang, Zhiqiang Li, Hongxia Zhang, Peiying Zhang:
Unmanned aerial vehicle assisted communication: applications, challenges, and future outlook. Clust. Comput. 27(9): 13187-13202 (2024) - [j122]Junbi Xiao, Jiaqi Zheng, Wu Wen, Mohsen Guizani, Peiying Zhang, Lizhuang Tan:
Multi-objective optimization of SFC deployment using service aggregation and computing offload. Comput. Commun. 224: 60-71 (2024) - [j121]Yi Zhang
, Peiying Zhang, Mohsen Guizani, Jianyong Zhang, Jian Wang, Hailong Zhu, Kostromitin Konstantin Igorevich, Huiling Shi:
Blockchain-based secure communication of internet of things in space-air-ground integrated network. Future Gener. Comput. Syst. 158: 391-399 (2024) - [j120]Hongxia Zhang, Luyao Cao, Neeraj Kumar, Jianyong Zhang, Peiying Zhang, Jian Wang:
An improved DDPG-based privacy sensitive level protection computation offloading method in mobile edge computing. Future Gener. Comput. Syst. 159: 522-532 (2024) - [j119]Yi Zhang, Chunxiao Jiang, Peiying Zhang:
Security-Aware Resource Allocation Scheme Based on DRL in Cloud-Edge-Terminal Cooperative Vehicular Network. IEEE Internet Things J. 11(1): 95-104 (2024) - [j118]Dingde Jiang, Zhihao Wang, Ye Wang, Li-Zhuang Tan, Jian Wang, Peiying Zhang:
A Blockchain-Reinforced Federated Intrusion Detection Architecture for IIoT. IEEE Internet Things J. 11(16): 26793-26805 (2024) - [j117]Peiying Zhang, Zhihu Luo, Neeraj Kumar, Mohsen Guizani, Hongxia Zhang, Jian Wang:
CE-VNE: Constraint escalation virtual network embedding algorithm assisted by graph convolutional networks. J. Netw. Comput. Appl. 221: 103736 (2024) - [j116]Peiying Zhang, Kunkun Yan, Neeraj Kumar, Lizhuang Tan, Mohsen Guizani, Konstantin Kostromitin Igorevich, Jian Wang, Jianyong Zhang:
A service function chain mapping scheme based on functional aggregation in space-air-ground integrated networks. J. Netw. Comput. Appl. 224: 103829 (2024) - [j115]Yilin Li, Peiying Zhang, Neeraj Kumar, Mohsen Guizani, Jian Wang, Konstantin Kostromitin Igorevich, Yi Wang, Lizhuang Tan:
Reliability-assured service function chain migration strategy in edge networks using deep reinforcement learning. J. Netw. Comput. Appl. 231: 103999 (2024) - [j114]Qifeng Sun, Jiayue Xu, Youxiang Duan, Peiying Zhang, Nan Jiang, Anas Ratib Alsoud, Laith Abualigah:
Improving word similarity computation accuracy by multiple parameter optimization based on ontology knowledge. Multim. Tools Appl. 83(6): 17469-17489 (2024) - [j113]Peiying Zhang, Ning Chen, Shigen Shen, Shui Yu, Neeraj Kumar, Ching-Hsien Hsu:
AI-Enabled Space-Air-Ground Integrated Networks: Management and Optimization. IEEE Netw. 38(2): 186-192 (2024) - [j112]Huan Zhang, Neeraj Kumar, Sheng Wu, Chunlei Wu, Jian Wang, Peiying Zhang:
Anomaly Detection With Memory-Augmented Adversarial Autoencoder Networks for Industry 5.0. IEEE Trans. Consumer Electron. 70(1): 1952-1962 (2024) - [j111]Youxiang Duan, Ning Chen, Ali Kashif Bashir, Mohammad Dahman Alshehri, Lei Liu, Peiying Zhang, Keping Yu:
A Web Knowledge-Driven Multimodal Retrieval Method in Computational Social Systems: Unsupervised and Robust Graph Convolutional Hashing. IEEE Trans. Comput. Soc. Syst. 11(3): 3146-3156 (2024) - [j110]Leiquan Wang, Zheng Zheng, Neeraj Kumar, Cong Wang, Fangming Guo, Peiying Zhang:
Multilevel Class Token Transformer With Cross TokenMixer for Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j109]Peiying Zhang, Pan Yang, Neeraj Kumar, Ching-Hsien Hsu, Sheng Wu, Fan Zhou:
RRV-BC: Random Reputation Voting Mechanism and Blockchain Assisted Access Authentication for Industrial Internet of Things. IEEE Trans. Ind. Informatics 20(1): 713-722 (2024) - [j108]Sheng Wu, Ning Chen, Guanghui Wen, Long Xu, Peiying Zhang, Hailong Zhu:
Virtual Network Embedding for Task Offloading in IIoT: A DRL-Assisted Federated Learning Scheme. IEEE Trans. Ind. Informatics 20(4): 6814-6824 (2024) - [j107]Peiying Zhang, Ning Chen, Guanjun Xu, Neeraj Kumar, Ahmed Barnawi, Mohsen Guizani, Youxiang Duan, Keping Yu:
Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network. IEEE Trans. Intell. Transp. Syst. 25(5): 3885-3897 (2024) - [j106]Junbi Xiao, Xingjian Pan, Jianhang Liu, Jian Wang, Peiying Zhang, Laith Abualigah:
Load balancing strategy for SDN multi-controller clusters based on load prediction. J. Supercomput. 80(4): 5136-5162 (2024) - [j105]Junbi Xiao, Xingjian Pan, Jianhang Liu, Jian Wang, Peiying Zhang, Laith Abualigah:
Correction to: Load balancing strategy for SDN multi-controller clusters based on load prediction. J. Supercomput. 80(5): 7120-7121 (2024) - [j104]Yan Lv, Meng Ning, Fan Zhou, Pengfei Lv, Peiying Zhang, Jian Wang:
Real-time microexpression recognition in educational scenarios using a dual-branch continuous attention network. J. Supercomput. 80(19): 27123-27146 (2024) - [j103]Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani, Ahmed Barnawi, Wei Zhang:
Energy-Aware Positioning Service Provisioning for Cloud-Edge-Vehicle Collaborative Network Based on DRL and Service Function Chain. IEEE Trans. Mob. Comput. 23(4): 3424-3435 (2024) - [j102]Peiying Zhang, Nanxuan Zhao, Jing Liao:
Text-to-Vector Generation with Neural Path Representation. ACM Trans. Graph. 43(4): 36:1-36:13 (2024) - [j101]Peiying Zhang, Ning Chen, Neeraj Kumar, Laith Abualigah, Mohsen Guizani, Youxiang Duan, Jian Wang, Sheng Wu:
Energy Allocation for Vehicle-to-Grid Settings: A Low-Cost Proposal Combining DRL and VNE. IEEE Trans. Sustain. Comput. 9(1): 75-87 (2024) - [j100]Yuexia Zhang, Yang Hong, Mohsen Guizani, Sheng Wu, Peiying Zhang, Ruiqi Liu:
A Multi-Layer Information Dissemination Model and Interference Optimization Strategy for Communication Networks in Disaster Areas. IEEE Trans. Veh. Technol. 73(1): 1239-1252 (2024) - [j99]Yuxi Lu, Peiying Zhang, Youxiang Duan, Mohsen Guizani, Jian Wang, Shibao Li:
Dynamic Scheduling of IoV Edge Cloud Service Functions Under NFV: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 73(4): 5730-5741 (2024) - [j98]Peiying Zhang, Ning Chen, Shigen Shen, Shui Yu, Sheng Wu, Neeraj Kumar:
Future Quantum Communications and Networking: A Review and Vision. IEEE Wirel. Commun. 31(1): 141-148 (2024) - [c28]Zhikai Hu, Yiu-ming Cheung, Yonggang Zhang, Peiying Zhang, Pui-ling Tang:
Component-Level Oracle Bone Inscription Retrieval. ICMR 2024: 647-656 - [i22]Peiying Zhang, Nanxuan Zhao, Jing Liao:
Text-to-Vector Generation with Neural Path Representation. CoRR abs/2405.10317 (2024) - 2023
- [j97]Yingying Chi, Yi Zhang, Yong Liu, Hailong Zhu, Zhe Zheng, Rui Liu, Peiying Zhang:
Deep Reinforcement Learning Based Edge Computing Network Aided Resource Allocation Algorithm for Smart Grid. IEEE Access 11: 6541-6550 (2023) - [j96]Lianzhong Wang, Zhe Zheng, Ning Chen, Yingying Chi, Yong Liu, Hailong Zhu, Peiying Zhang, Neeraj Kumar:
Multi-Target-Aware Energy Orchestration Modeling for Grid 2.0: A Network Virtualization Approach. IEEE Access 11: 21699-21711 (2023) - [j95]Xiangyu Su, Amr Tolba, Yuxi Lu, Lizhuang Tan, Jian Wang, Peiying Zhang:
An Attention Mechanism-Based Microservice Placement Scheme for On-Star Edge Computing Nodes. IEEE Access 11: 114341-114351 (2023) - [j94]Suqing Zhou, Yu Han, Ning Chen, Siyu Huang, Kostromitin Konstantin Igorevich, Jia Luo, Peiying Zhang:
Transformer-Based Discriminative and Strong Representation Deep Hashing for Cross-Modal Retrieval. IEEE Access 11: 140041-140055 (2023) - [j93]Hongxia Zhang, Qiqi Feng, Mengde Wu, Shiyu Xi, Peiying Zhang:
HIDT: A Digital Twin modeling approach through hierarchical integration for industrial internet. Comput. Ind. Eng. 181: 109306 (2023) - [j92]Xiaodong Ren, Gagangeet Singh Aujla, Anish Jindal, Ranbir Singh Batth, Peiying Zhang:
Adaptive Recovery Mechanism for SDN Controllers in Edge-Cloud Supported FinTech Applications. IEEE Internet Things J. 10(3): 2112-2120 (2023) - [j91]Peiying Zhang, Peng Gan, Gagangeet Singh Aujla, Ranbir Singh Batth:
Reinforcement Learning for Edge Device Selection Using Social Attribute Perception in Industry 4.0. IEEE Internet Things J. 10(4): 2784-2792 (2023) - [j90]Chao Wang, Chunxiao Jiang, Jingjing Wang, Shigen Shen, Song Guo, Peiying Zhang:
Blockchain-Aided Network Resource Orchestration in Intelligent Internet of Things. IEEE Internet Things J. 10(7): 6151-6163 (2023) - [j89]Peiying Zhang, Yi Zhang, Neeraj Kumar, Ching-Hsien Hsu:
Deep Reinforcement Learning Algorithm for Latency-Oriented IIoT Resource Orchestration. IEEE Internet Things J. 10(8, April 15): 7153-7163 (2023) - [j88]Peiying Zhang, Yi Zhang, Neeraj Kumar, Mohsen Guizani:
Dynamic SFC Embedding Algorithm Assisted by Federated Learning in Space-Air-Ground-Integrated Network Resource Allocation Scenario. IEEE Internet Things J. 10(11): 9308-9318 (2023) - [j87]Wu Wen, Umit Demirbaga, Amritpal Singh, Anish Jindal, Ranbir Singh Batth, Peiying Zhang, Gagangeet Singh Aujla:
Health Monitoring and Diagnosis for Geo-Distributed Edge Ecosystem in Smart City. IEEE Internet Things J. 10(21): 18571-18578 (2023) - [j86]Hongxia Zhang, Dengyue Wang, Wei Zhang, Lizhuang Tan, Godfrey Kibalya, Peiying Zhang, Kostromitin Konstantin Igorevich:
QoS prediction in intelligent edge computing based on feature learning. J. Cloud Comput. 12(1): 17 (2023) - [j85]Godfrey Kibalya, Joan Serrat, Juan-Luis Gorricho, Dorothy Okello, Peiying Zhang:
A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems. Neural Comput. Appl. 35(33): 23795-23817 (2023) - [j84]Chao Wang, Peiying Zhang, Neeraj Kumar, Lei Liu, Tingting Yang:
GCWCN: 6G-Based Global Coverage Wireless Communication Network Architecture. IEEE Netw. 37(3): 218-223 (2023) - [j83]Junsan Zhang, Li Zhao, Hongzhao Jiang, Shigen Shen, Jian Wang, Peiying Zhang, Wei Zhang, Leiquan Wang:
Hyperspectral Image Classification Based on Dense Pyramidal Convolution and Multi-Feature Fusion. Remote. Sens. 15(12): 2990 (2023) - [j82]Shanchen Pang, Xiao He, Ching-Hsien Hsu, Chunming Rong, Hailong Zhu, Peiying Zhang:
Joint Trajectory and Energy Consumption Optimization Based on UAV Wireless Charging in Cloud Computing System. IEEE Trans. Cloud Comput. 11(4): 3426-3438 (2023) - [j81]Leiquan Wang, Tongchuan Zhu, Neeraj Kumar, Zhongwei Li, Chunlei Wu, Peiying Zhang:
Attentive-Adaptive Network for Hyperspectral Images Classification With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j80]Peiying Zhang, Ning Chen, Shibao Li, Kim-Kwang Raymond Choo, Chunxiao Jiang, Sheng Wu:
Multi-Domain Virtual Network Embedding Algorithm Based on Horizontal Federated Learning. IEEE Trans. Inf. Forensics Secur. 18: 3363-3375 (2023) - [j79]Chao Qiu, Gagangeet Singh Aujla, Jing Jiang, Wu Wen, Peiying Zhang:
Rendering Secure and Trustworthy Edge Intelligence in 5G-Enabled IIoT Using Proof of Learning Consensus Protocol. IEEE Trans. Ind. Informatics 19(1): 900-909 (2023) - [j78]Peiying Zhang, Yaqi Wang, Gagangeet Singh Aujla, Anish Jindal, Yasser D. Al-Otaibi:
A Blockchain-Based Authentication Scheme and Secure Architecture for IoT-Enabled Maritime Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24(2): 2322-2331 (2023) - [j77]Peiying Zhang, Yuanjie Li, Neeraj Kumar, Ning Chen, Ching-Hsien Hsu, Ahmed Barnawi:
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks. IEEE Trans. Netw. Serv. Manag. 20(3): 3348-3358 (2023) - [j76]Jianhang Liu, Ning Liu, Lei Liu, Shibao Li, Hailong Zhu, Peiying Zhang:
A Proactive Stable Scheme for Vehicular Collaborative Edge Computing. IEEE Trans. Veh. Technol. 72(8): 10724-10736 (2023) - [j75]Youxiang Duan, Yuxi Lu, Shigen Shen, Shui Yu, Peiying Zhang, Wei Zhang, Kostromitin Konstantin Igorevich:
NFLCS: An Service Function Chain Path Optimization Strategy Based on Network-Functional Layout Clustering. IEEE Trans. Veh. Technol. 72(8): 10813-10825 (2023) - [c27]Haotong Cao, Shigen Shen, Yongan Guo, Sheng Wu, Hongxia Zhang, Peiying Zhang:
Resource Allocation and Orchestration of Slicing Services in Softwarized Space-Aerial-Ground Integrated Networks. IWCMC 2023: 769-774 - [c26]Chengcheng Li, Yasheng Zhang, Zixuan Cui, Yi Zhang, Jiamin Liu, Zilong Yu, Peiying Zhang:
An Overview Of Low Earth Orbit Satellite Routing Algorithms. IWCMC 2023: 866-870 - [c25]Peiying Zhang, Nanxuan Zhao, Jing Liao:
Text-Guided Vector Graphics Customization. SIGGRAPH Asia 2023: 54:1-54:11 - [i21]Peiying Zhang, Nanxuan Zhao, Jing Liao:
Text-Guided Vector Graphics Customization. CoRR abs/2309.12302 (2023) - [i20]Ailing Xiao, Ning Chen, Sheng Wu, Shigen Shen, Weiping Ding, Peiying Zhang:
DNFS-VNE: Deep Neuro-Fuzzy System-Driven Virtual Network Embedding Algorithm. CoRR abs/2310.09078 (2023) - 2022
- [j74]Youxiang Duan, Ning Chen, Lunjie Chang, Yongjing Ni, Sripathi Venkata Naga Santhosh Kumar, Peiying Zhang:
CAPSO: Chaos Adaptive Particle Swarm Optimization Algorithm. IEEE Access 10: 29393-29405 (2022) - [j73]Peiying Zhang, Peng Gan, Lunjie Chang, Wu Wen, Munuswamy Selvi, Godfrey Kibalya:
DPRL: Task Offloading Strategy Based on Differential Privacy and Reinforcement Learning in Edge Computing. IEEE Access 10: 54002-54011 (2022) - [j72]Peiying Zhang, Peng Gan, Neeraj Kumar, Ching-Hsien Hsu, Shigen Shen, Shibao Li:
RKD-VNE: Virtual network embedding algorithm assisted by resource knowledge description and deep reinforcement learning in IIoT scenario. Future Gener. Comput. Syst. 135: 426-437 (2022) - [j71]Weishan Zhang, Gang Sun, Liang Xu, Qinghua Lu, Huansheng Ning, Peiying Zhang, Su Yang:
A Trustworthy Safety Inspection Framework Using Performance-Security Balanced Blockchain. IEEE Internet Things J. 9(11): 8178-8190 (2022) - [j70]Peiying Zhang, Chao Wang, Neeraj Kumar, Weishan Zhang, Lei Liu:
Dynamic Virtual Network Embedding Algorithm Based on Graph Convolution Neural Network and Reinforcement Learning. IEEE Internet Things J. 9(12): 9389-9398 (2022) - [j69]Peiying Zhang, Xue Pang, Neeraj Kumar, Gagangeet Singh Aujla, Haotong Cao:
A Reliable Data-Transmission Mechanism Using Blockchain in Edge Computing Scenarios. IEEE Internet Things J. 9(16): 14228-14236 (2022) - [j68]Peiying Zhang, Chao Wang, Chunxiao Jiang, Neeraj Kumar, Qinghua Lu:
Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm. IEEE Internet Things J. 9(22): 22071-22080 (2022) - [j67]Peiying Zhang, Peng Gan, Neeraj Kumar, Chunxiao Jiang, Fanglin Liu, Lei Zhang:
Survivable virtual network embedding algorithm considering multiple node failure in IIoT environment. J. Netw. Comput. Appl. 205: 103437 (2022) - [j66]Chao Wang, Lei Liu, Chunxiao Jiang, Shangguang Wang, Peiying Zhang, Shigen Shen:
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. IEEE J. Sel. Top. Signal Process. 16(3): 434-446 (2022) - [j65]Ning Chen, Peiying Zhang, Neeraj Kumar, Ching-Hsien Hsu, Laith Abualigah, Hailong Zhu:
Spectral graph theory-based virtual network embedding for vehicular fog computing: A deep reinforcement learning architecture. Knowl. Based Syst. 257: 109931 (2022) - [j64]Peiying Zhang, Fanglin Liu, Chunxiao Jiang, Abderrahim Benslimane, Juan-Luis Gorricho, Joan Serrat-Fernández:
A Multi-Domain VNE Algorithm Based on Load Balancing in the IoT Networks. Mob. Networks Appl. 27(1): 124-138 (2022) - [j63]Youxiang Duan, Ning Chen, Peiying Zhang, Neeraj Kumar, Lunjie Chang, Wu Wen:
MS2GAH: Multi-label semantic supervised graph attention hashing for robust cross-modal retrieval. Pattern Recognit. 128: 108676 (2022) - [j62]Peiying Zhang, Chao Wang, Zeyu Qin, Haotong Cao:
A multidomain virtual network embedding algorithm based on multiobjective optimization for Internet of Drones architecture in Industry 4.0. Softw. Pract. Exp. 52(3): 710-728 (2022) - [j61]Haipeng Yao, Chong Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Shui Yu:
Identification of Encrypted Traffic Through Attention Mechanism Based Long Short Term Memory. IEEE Trans. Big Data 8(1): 241-252 (2022) - [j60]Peiying Zhang, Yaqi Wang, Neeraj Kumar, Chunxiao Jiang, Guowei Shi:
A Security- and Privacy-Preserving Approach Based on Data Disturbance for Collaborative Edge Computing in Social IoT Systems. IEEE Trans. Comput. Soc. Syst. 9(1): 97-108 (2022) - [j59]Peiying Zhang, Yanrong Hong, Neeraj Kumar, Mamoun Alazab, Mohammad Dahman Alshehri, Chunxiao Jiang:
BC-EdgeFL: A Defensive Transmission Model Based on Blockchain-Assisted Reinforced Federated Learning in IIoT Environment. IEEE Trans. Ind. Informatics 18(5): 3551-3561 (2022) - [j58]Peiying Zhang, Chao Wang, Neeraj Kumar, Lei Liu:
Space-Air-Ground Integrated Multi-Domain Network Resource Orchestration Based on Virtual Network Architecture: A DRL Method. IEEE Trans. Intell. Transp. Syst. 23(3): 2798-2808 (2022) - [j57]Chenhui Li, Peiying Zhang, Changbo Wang:
Harmonious Textual Layout Generation Over Natural Images via Deep Aesthetics Learning. IEEE Trans. Multim. 24: 3416-3428 (2022) - [j56]Godfrey Kibalya, Joan Serrat-Fernández, Juan-Luis Gorricho, Peiying Zhang:
A Reinforcement Learning Approach for Virtual Network Function Chaining and Sharing in Softwarized Networks. IEEE Trans. Netw. Serv. Manag. 19(3): 3352-3370 (2022) - [j55]Peiying Zhang, Yu Su, Jingjing Wang, Chunxiao Jiang, Ching-Hsien Hsu, Shigen Shen:
Reinforcement Learning Assisted Bandwidth Aware Virtual Network Resource Allocation. IEEE Trans. Netw. Serv. Manag. 19(4): 4111-4123 (2022) - [j54]Peiying Zhang, Pan Yang, Neeraj Kumar, Mohsen Guizani:
Space-Air-Ground Integrated Network Resource Allocation Based on Service Function Chain. IEEE Trans. Veh. Technol. 71(7): 7730-7738 (2022) - [j53]Hongxia Zhang, Yongjin Yang, Bodong Shang, Peiying Zhang:
Joint Resource Allocation and Multi-Part Collaborative Task Offloading in MEC Systems. IEEE Trans. Veh. Technol. 71(8): 8877-8890 (2022) - [j52]Youxiang Duan, Ning Chen, Shigen Shen, Peiying Zhang, Youyang Qu, Shui Yu:
FDSA-STG: Fully Dynamic Self-Attention Spatio-Temporal Graph Networks for Intelligent Traffic Flow Prediction. IEEE Trans. Veh. Technol. 71(9): 9250-9260 (2022) - [c24]Yasheng Zhang, Chengcheng Li, Ning Chen, Peiying Zhang:
Intelligent Requests Orchestration for Microservice Management Based on Blockchain in Software Defined Networking: a Security Guarantee. ICC Workshops 2022: 254-259 - [c23]Chengcheng Li, Yasheng Zhang, Yi Zhang, Peiying Zhang:
Trusted Virtual Network Embedding in Blockchain-Based Smart Cyber-Physical Systems. UCC 2022: 424-427 - [i19]Chao Wang, Ranbir Singh Batth, Peiying Zhang, Gagangeet Singh Aujla, Youxiang Duan, Lihua Ren:
VNE Solution for Network Differentiated QoS and Security Requirements: From the Perspective of Deep Reinforcement Learning. CoRR abs/2202.01362 (2022) - [i18]Peiying Zhang, Chao Wang, Chunxiao Jiang, Neeraj Kumar, Qinghua Lu:
Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm. CoRR abs/2202.01375 (2022) - [i17]Peiying Zhang, Xue Pang, Yongjing Ni, Haipeng Yao, Xin Li:
A multi-domain virtual network embedding algorithm with delay prediction. CoRR abs/2202.01473 (2022) - [i16]Chao Wang, Tao Dong, Youxiang Duan, Qifeng Sun, Peiying Zhang:
Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding. CoRR abs/2202.02139 (2022) - [i15]Peiying Zhang, Chao Wang, Neeraj Kumar, Weishan Zhang, Lei Liu:
Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning. CoRR abs/2202.02140 (2022) - [i14]Chao Wang, Lei Liu, Chunxiao Jiang, Shangguang Wang, Peiying Zhang, Shigen Shen:
Incorporating Distributed DRL into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. CoRR abs/2202.02141 (2022) - [i13]Peiying Zhang, Chao Wang, Chunxiao Jiang, Abderrahim Benslimane:
Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning. CoRR abs/2202.02452 (2022) - [i12]Peiying Zhang, Chao Wang, Neeraj Kumar, Lei Liu:
Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method. CoRR abs/2202.02459 (2022) - [i11]Peiying Zhang, Xingzhe Huang, Yaqi Wang, Chunxiao Jiang, Shuqing He, Haifeng Wang:
Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion. CoRR abs/2202.02476 (2022) - [i10]Shidong Zhang, Chao Wang, Junsan Zhang, Youxiang Duan, Xinhong You, Peiying Zhang:
Network Resource Allocation Strategy Based on Deep Reinforcement Learning. CoRR abs/2202.03193 (2022) - [i9]Peiying Zhang, Xue Pang, Neeraj Kumar, Gagangeet Singh Aujla, Haotong Cao:
A Reliable Data-transmission Mechanism using Blockchain in Edge Computing Scenarios. CoRR abs/2202.03428 (2022) - [i8]Peiying Zhang, Fanglin Liu, Gagangeet Singh Aujla, Sahil Vashisht:
VNE Strategy based on Chaotic Hybrid Flower Pollination Algorithm Considering Multi-criteria Decision Making. CoRR abs/2202.03429 (2022) - [i7]Peiying Zhang, Chao Wang, Gagangeet Singh Aujla, Neeraj Kumar, Mohsen Guizani:
IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode. CoRR abs/2202.03488 (2022) - [i6]Peiying Zhang, Chao Wang, Chunxiao Jiang, Zhu Han:
Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT. CoRR abs/2202.03575 (2022) - [i5]Peiying Zhang, Chunxiao Jiang, Xue Pang, Yi Qian:
STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT. CoRR abs/2202.04300 (2022) - [i4]Peiying Zhang, Fanglin Liu, Chunxiao Jiang, Abderrahim Benslimane, Juan-Luis Gorricho, Joan Serrat-Fernández:
A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks. CoRR abs/2202.05667 (2022) - [i3]Peiying Zhang, Chao Wang, Zeyu Qin, Haotong Cao:
A multi-domain VNE algorithm based on multi-objective optimization for IoD architecture in Industry 4.0. CoRR abs/2202.12830 (2022) - [i2]Peiying Zhang, Ning Chen, Shibao Li, Kim-Kwang Raymond Choo, Chunxiao Jiang:
Multi-Domain Virtual Network Embedding Algorithm based on Horizontal Federated Learning. CoRR abs/2205.14665 (2022) - 2021
- [b1]Chunxiao Jiang, Peiying Zhang:
QoS-Aware Virtual Network Embedding. Springer 2021, ISBN 978-981-16-5220-2, pp. 1-401 - [j51]Peiying Zhang, Xingzhe Huang, Yaqi Wang, Chunxiao Jiang, Shuqing He, Haifeng Wang:
Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion. IEEE Access 9: 8433-8443 (2021) - [j50]Hongxia Zhang, Yongjin Yang, Xingzhe Huang, Chao Fang, Peiying Zhang:
Ultra-Low Latency Multi-Task Offloading in Mobile Edge Computing. IEEE Access 9: 32569-32581 (2021) - [j49]Peiying Zhang, Xue Pang, Godfrey Kibalya, Neeraj Kumar, Shuqing He, Bin Zhao:
GCMD: Genetic Correlation Multi-Domain Virtual Network Embedding Algorithm. IEEE Access 9: 67167-67175 (2021) - [j48]Peiying Zhang, Hao Sun, Jingyi Situ, Chunxiao Jiang, Dongliang Xie:
Federated Transfer Learning for IIoT Devices With Low Computing Power Based on Blockchain and Edge Computing. IEEE Access 9: 98630-98638 (2021) - [j47]Qifeng Sun, Xingzhe Huang, Godfrey Kibalya, Neeraj Kumar, Sripathi Venkata Naga Santhosh Kumar, Peiying Zhang, Dongliang Xie:
Security Enhanced Sentence Similarity Computing Model Based on Convolutional Neural Network. IEEE Access 9: 104183-104196 (2021) - [j46]Godfrey Kibalya, Joan Serrat, Juan-Luis Gorricho, Jonathan Serugunda, Peiying Zhang:
A multi-stage graph based algorithm for survivable Service Function Chain orchestration with backup resource sharing. Comput. Commun. 174: 42-60 (2021) - [j45]Chao Wang, Ranbir Singh Batth, Peiying Zhang, Gagangeet Singh Aujla, Youxiang Duan, Lihua Ren:
VNE solution for network differentiated QoS and security requirements: from the perspective of deep reinforcement learning. Computing 103(6): 1061-1083 (2021) - [j44]Peiying Zhang, Xingzhe Huang, Lei Zhang:
Information mining and similarity computation for semi- / un-structured sentences from the social data. Digit. Commun. Networks 7(4): 518-525 (2021) - [j43]Peiying Zhang, Fanglin Liu, Sahil Vashisht, Ravinder Singh Mann:
A robust network measurement and feature selection strategy for software-defined edge computing environment. Trans. Emerg. Telecommun. Technol. 32(6) (2021) - [j42]Peiying Zhang, Chunxiao Jiang, Xue Pang, Yi Qian:
STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT. IEEE Internet Things J. 8(4): 2459-2467 (2021) - [j41]Peiying Zhang, Chao Wang, Chunxiao Jiang, Abderrahim Benslimane:
UAV-Assisted Multi-Access Edge Computing: Technologies and Challenges. IEEE Internet Things Mag. 4(4): 12-17 (2021) - [j40]Peiying Zhang, Fanglin Liu, Gagangeet Singh Aujla, Sahil Vashisht:
VNE strategy based on chaos hybrid flower pollination algorithm considering multi-criteria decision making. Neural Comput. Appl. 33(17): 10673-10684 (2021) - [j39]Peiying Zhang, Chao Wang, Neeraj Kumar, Chunxiao Jiang, Qinghua Lu, Kim-Kwang Raymond Choo, Joel J. P. C. Rodrigues:
Artificial Intelligence Technologies for COVID-19-Like Epidemics: Methods and Challenges. IEEE Netw. 35(3): 27-33 (2021) - [j38]Peiying Zhang, Xingzhe Huang, Maozhen Li, Yu Xue:
Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(1): 11:1-11:21 (2021) - [j37]Haipeng Yao, Bo Zhang, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo:
RDAM: A Reinforcement Learning Based Dynamic Attribute Matrix Representation for Virtual Network Embedding. IEEE Trans. Emerg. Top. Comput. 9(2): 901-914 (2021) - [j36]Peiying Zhang, Chao Wang, Chunxiao Jiang, Zhu Han:
Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT. IEEE Trans. Ind. Informatics 17(12): 8475-8484 (2021) - [j35]Peiying Zhang, Chao Wang, Chunxiao Jiang, Abderrahim Benslimane:
Security-Aware Virtual Network Embedding Algorithm Based on Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 8(2): 1095-1105 (2021) - [j34]Peiying Zhang, Chenhui Li, Changbo Wang:
VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network. IEEE Trans. Vis. Comput. Graph. 27(2): 326-336 (2021) - [j33]Peiying Zhang, Chao Wang, Gagangeet Singh Aujla, Ranbir Singh Batth:
ReLeDP: Reinforcement-Learning-Assisted Dynamic Pricing for Wireless Smart Grid. IEEE Wirel. Commun. 28(6): 62-69 (2021) - [c22]Daosen Zhai, Huan Li, Xiao Tang, Dawei Wang, Haotong Cao, Peiying Zhang:
Secure Load Balancing for UAV-Assisted Wireless Networks. GLOBECOM 2021: 1-6 - [c21]Godfrey Kibalya, Joan Serrat, Juan-Luis Gorricho, Doreen Gift Bujjingo, Jonathan Serugunda, Peiying Zhang:
A Reinforcement Learning Approach for Placement of Stateful Virtualized Network Functions. IM 2021: 672-676 - [c20]Yasheng Zhang, Chengcheng Li, Chao Wang, Peiying Zhang:
Blockchain-based cyber-physical systems security autonomous routing scheme. UCC Companion 2021: 7:1-7:7 - [c19]Yanlei Dong, Peng Gan, Gagangeet Singh Aujla, Peiying Zhang:
RA-RL: Reputation-Aware Edge Device Selection Method based on Reinforcement Learning. WOWMOM 2021: 348-353 - 2020
- [j32]Peiying Zhang, Yanrong Hong, Xue Pang, Chunxiao Jiang:
VNE-HPSO: Virtual Network Embedding Algorithm Based on Hybrid Particle Swarm Optimization. IEEE Access 8: 213389-213400 (2020) - [j31]Peiying Zhang, Xue Pang, Yongjing Ni, Haipeng Yao, Xin Li:
A Multi-domain Virtual Network Embedding Algorithm with Delay Prediction. Ad Hoc Sens. Wirel. Networks 47(1-4): 47-71 (2020) - [j30]Godfrey Kibalya, Joan Serrat, Juan-Luis Gorricho, Haipeng Yao, Peiying Zhang:
A novel dynamic programming inspired algorithm for embedding of virtual networks in future networks. Comput. Networks 179: 107349 (2020) - [j29]Peiying Zhang, Haisheng Li, Yongjing Ni, Faming Gong, Mengnan Li, Fuyan Wang:
Security Aware Virtual Network Embedding Algorithm Using Information Entropy TOPSIS. J. Netw. Syst. Manag. 28(1): 35-57 (2020) - [j28]Shidong Zhang, Chao Wang, Junsan Zhang, Youxiang Duan, Xinhong You, Peiying Zhang:
Network Resource Allocation Strategy Based on Deep Reinforcement Learning. IEEE Open J. Comput. Soc. 1: 86-94 (2020) - [j27]Haotong Cao, Ailing Xiao, Yue Hu, Peiying Zhang, Shengchen Wu, Longxiang Yang:
On Virtual Resource Allocation of Heterogeneous Networks in Virtualization Environment: A Service Oriented Perspective. IEEE Trans. Netw. Sci. Eng. 7(4): 2468-2480 (2020) - [j26]Peiying Zhang, Xue Pang, Yanxian Bi, Haipeng Yao, Huijiang Pan, Neeraj Kumar:
DSCD: Delay Sensitive Cross-Domain Virtual Network Embedding Algorithm. IEEE Trans. Netw. Sci. Eng. 7(4): 2913-2925 (2020) - [j25]Haipeng Yao, Sihan Ma, Jingjing Wang, Peiying Zhang, Chunxiao Jiang, Song Guo:
A Continuous-Decision Virtual Network Embedding Scheme Relying on Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 17(2): 864-875 (2020) - [j24]Chen Chen, Changbo Wang, Xue Bai, Peiying Zhang, Chenhui Li:
GenerativeMap: Visualization and Exploration of Dynamic Density Maps via Generative Learning Model. IEEE Trans. Vis. Comput. Graph. 26(1): 216-226 (2020) - [j23]Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo:
A Learning-Based Approach to Intra-Domain QoS Routing. IEEE Trans. Veh. Technol. 69(6): 6718-6730 (2020) - [j22]Peiying Zhang, Chao Wang, Gagangeet Singh Aujla, Neeraj Kumar, Mohsen Guizani:
IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode. IEEE Trans. Veh. Technol. 69(12): 15774-15785 (2020) - [c18]Xue Pang, Peiying Zhang:
Resource Allocation Strategy of IoT based on Network Slicing. ComComAP 2020: 1-6 - [c17]Chao Wang, Tao Dong, Youxiang Duan, Qifeng Sun, Peiying Zhang:
Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding. ComComAP 2020: 1-6 - [c16]Xinbin Zuo, Xue Pang, Pengping Zhang, Junsan Zhang, Tao Dong, Peiying Zhang:
A Security-aware Software-defined IoT Network Architecture. ComComAP 2020: 1-5 - [c15]Ailing Xiao, Haoting Chen, Sheng Wu, Peiying Zhang, Haihan Li, Li Ma:
Voyage-Based Computation Offloading for Secure Maritime Edge Networks. GLOBECOM (Workshops) 2020: 1-6 - [c14]Peiying Zhang, Chenhui Li, Changbo Wang:
Smarttext: Learning To Generate Harmonious Textual Layout Over Natural Image. ICME 2020: 1-6 - [c13]Peiying Zhang, Fanglin Liu, Neeraj Kumar, Gagangeet Singh Aujla:
Information Classification Strategy for Blockchain-based Secure SDN in IoT Scenario. INFOCOM Workshops 2020: 1081-1086 - [c12]Peiying Zhang, Chao Wang, Gagangeet Singh Aujla, Xue Pang:
A Node Probability-based Reinforcement Learning Framework for Virtual Network Embedding. WoWMoM 2020: 421-426 - [i1]Peiying Zhang, Chenhui Li, Changbo Wang:
VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network. CoRR abs/2009.03817 (2020)
2010 – 2019
- 2019
- [j21]Peiying Zhang, Xingzhe Huang, Maozhen Li:
Disease Prediction and Early Intervention System Based on Symptom Similarity Analysis. IEEE Access 7: 176484-176494 (2019) - [j20]Haipeng Yao, Mengnan Li, Jun Du, Peiying Zhang, Chunxiao Jiang, Zhu Han:
Artificial Intelligence for Information-Centric Networks. IEEE Commun. Mag. 57(6): 47-53 (2019) - [j19]Haipeng Yao, Qiyi Wang, Luyao Wang, Peiying Zhang, Maozhen Li, Yunjie Liu:
An Intrusion Detection Framework Based on Hybrid Multi-Level Data Mining. Int. J. Parallel Program. 47(4): 740-758 (2019) - [j18]Haipeng Yao, Danyang Fu, Peiying Zhang, Maozhen Li, Yunjie Liu:
MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System. IEEE Internet Things J. 6(2): 1949-1959 (2019) - [j17]Haipeng Yao, Pengcheng Gao, Jingjing Wang, Peiying Zhang, Chunxiao Jiang, Zhu Han:
Capsule Network Assisted IoT Traffic Classification Mechanism for Smart Cities. IEEE Internet Things J. 6(5): 7515-7525 (2019) - [j16]Haipeng Yao, Pengcheng Gao, Peiying Zhang, Jingjing Wang, Chunxiao Jiang, Lijun Lu:
Hybrid Intrusion Detection System for Edge-Based IIoT Relying on Machine-Learning-Aided Detection. IEEE Netw. 33(5): 75-81 (2019) - [j15]Peiying Zhang, Haipeng Yao, Maozhen Li, Yunjie Liu:
Virtual network embedding based on modified genetic algorithm. Peer-to-Peer Netw. Appl. 12(2): 481-492 (2019) - [j14]Haipeng Yao, Xin Yuan, Peiying Zhang, Jingjing Wang, Chunxiao Jiang, Mohsen Guizani:
Machine Learning Aided Load Balance Routing Scheme Considering Queue Utilization. IEEE Trans. Veh. Technol. 68(8): 7987-7999 (2019) - [c11]Godfrey Kibalya, Joan Serrat, Juan-Luis Gorricho, Rafael Pasquini, Haipeng Yao, Peiying Zhang:
A Reinforcement Learning Based Approach for 5G Network Slicing Across Multiple Domains. CNSM 2019: 1-5 - [c10]Haipeng Yao, Huiwen Liu, Peiying Zhang, Sheng Wu, Chunxiao Jiang, Song Guo:
An Intelligent Approach to Energy Efficient Transportation and QoS Routing. ICC 2019: 1-6 - [c9]Haipeng Yao, Xin Yuan, Peiying Zhang, Jingjing Wang, Chunxiao Jiang, Mohsen Guizani:
A Machine Learning Approach of Load Balance Routing to Support Next-Generation Wireless Networks. IWCMC 2019: 1317-1322 - 2018
- [j13]Peiying Zhang, Haipeng Yao, Chao Qiu, Yunjie Liu:
Virtual Network Embedding Using Node Multiple Metrics Based on Simplified ELECTRE Method. IEEE Access 6: 37314-37327 (2018) - [j12]Haipeng Yao, Bo Zhang, Peiying Zhang, Maozhen Li:
A Novel Kernel for Text Classification Based on Semantic and Statistical Information. Comput. Informatics 37(4): 992-1010 (2018) - [j11]Peiying Zhang:
Incorporating energy and load balance into virtual network embedding process. Comput. Commun. 129: 80-88 (2018) - [j10]Haipeng Yao, Huiwen Liu, Peiying Zhang:
A novel sentence similarity model with word embedding based on convolutional neural network. Concurr. Comput. Pract. Exp. 30(23) (2018) - [j9]Haipeng Yao, Xu Chen, Maozhen Li, Peiying Zhang, Luyao Wang:
A novel reinforcement learning algorithm for virtual network embedding. Neurocomputing 284: 1-9 (2018) - [j8]Peiying Zhang, Haipeng Yao, Yunjie Liu:
Virtual Network Embedding Based on Computing, Network, and Storage Resource Constraints. IEEE Internet Things J. 5(5): 3298-3304 (2018) - [j7]Haipeng Yao, Tianle Mai, Xiaobin Xu, Peiying Zhang, Maozhen Li, Yunjie Liu:
NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks. IEEE Internet Things J. 5(6): 4319-4327 (2018) - 2017
- [j6]Haipeng Yao, Chong Liu, Peiying Zhang, Luyao Wang:
A feature selection method based on synonym merging in text classification system. EURASIP J. Wirel. Commun. Netw. 2017: 166 (2017) - 2016
- [j5]Peiying Zhang, Haipeng Yao, Yunjie Liu:
Virtual Network Embedding Based on the Degree and Clustering Coefficient Information. IEEE Access 4: 8572-8580 (2016) - [j4]Peiying Zhang, Haipeng Yao, Chao Fang, Yunjie Liu:
Multi-objective enhanced particle swarm optimization in virtual network embedding. EURASIP J. Wirel. Commun. Netw. 2016: 167 (2016) - [c8]Xiaoning Jin, Peiying Zhang:
A data analysis system processing framework for underwater target detection. ICNC-FSKD 2016: 1687-1691 - [c7]Xiaoning Jin, Peiying Zhang, Haipeng Yao:
A communication framework between backbone satellites and ground stations. ISCIT 2016: 479-482 - 2014
- [j3]Weishan Zhang, Licheng Chen, Xin Liu, Qinghua Lu, Peiying Zhang, Su Yang:
An OSGi-based flexible and adaptive pervasive cloud infrastructure. Sci. China Inf. Sci. 57(3): 1-11 (2014) - [j2]Peiying Zhang, Zhanshan Zhang, Weishan Zhang, Chunlei Wu:
Semantic Similarity Computation Based on Multi-feature Combination using HowNet. J. Softw. 9(9): 2461-2466 (2014) - 2013
- [c6]Pengcheng Duan, Wenshan Wang, Weishan Zhang, Faming Gong, Peiying Zhang, Yuan Rao:
Food Image Recognition Using Pervasive Cloud Computing. GreenCom/iThings/CPScom 2013: 1631-1637 - [c5]Peiying Zhang, Zhanshan Zhang, Weishan Zhang:
An Approach of Semantic Similarity by Combining HowNet and Cilin. GreenCom/iThings/CPScom 2013: 1638-1643 - [c4]Wenshan Wang, Pengcheng Duan, Weishan Zhang, Faming Gong, Peiying Zhang, Yuan Rao:
Towards a Pervasive Cloud Computing Based Food Image Recognition. GreenCom/iThings/CPScom 2013: 2243-2244 - [c3]Weishan Zhang, Licheng Chen, Qinghua Lu, Peiying Zhang, Su Yang:
Flexible Component Migration in an OSGi Based Pervasive Cloud Infrastructure. ICSOC Workshops 2013: 505-514 - [c2]Zhanshan Zhang, Xin Meng, Peiying Zhang, Weishan Zhang, Qinghua Lu:
Hybrid Emotion Recognition Using Semantic Similarity. ICSOC Workshops 2013: 515-526 - [c1]Minghua Li, Baoming Bai, Peiying Zhang, Xiao Ma:
Nonbinary LDPC-coded differential modulation: Performance and decoding algorithm. ITW 2013: 1-5 - 2010
- [j1]Chang Wang, Yajun Du, Peiying Zhang:
Optimization of Query Expansion Source in Formal Concept Analysis. J. Convergence Inf. Technol. 5(7): 133-140 (2010)
Coauthor Index
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