8 citations · 16 across the 11 of their papers we have counts for
11 papers
A multi-domain VNE algorithm based on multi-objective optimization for IoD architecture in Industry 4.0
Peiying Zhang, Chao Wang, Zeyu Qin +1
Unmanned aerial vehicle (UAV) has a broad application prospect in the future, especially in the Industry 4.0. The development of Internet of Drones (IoD) makes UAV operation more a…
Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT
Peiying Zhang, Chao Wang, Chunxiao Jiang +1
The continuous expanded scale of the industrial Internet of Things (IIoT) leads to IIoT equipments generating massive amounts of user data every moment. According to the different…
IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode
Peiying Zhang, Chao Wang, Gagangeet Singh Aujla +2
The wireless network communication mode represented by the Internet of vehicles (IoV) has been widely used. However, due to the limitations of traditional network architecture, res…
Network Resource Allocation Strategy Based on Deep Reinforcement Learning
Shidong Zhang, Chao Wang, Junsan Zhang +3
The traditional Internet has encountered a bottleneck in allocating network resources for emerging technology needs. Network virtualization (NV) technology as a future network arch…
Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method
Peiying Zhang, Chao Wang, Neeraj Kumar +1
Traditional ground wireless communication networks cannot provide high-quality services for artificial intelligence (AI) applications such as intelligent transportation systems (IT…
Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning
Peiying Zhang, Chao Wang, Chunxiao Jiang +1
Virtual network embedding (VNE) algorithm is always the key problem in network virtualization (NV) technology. At present, the research in this field still has the following proble…
Incorporating Distributed DRL into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network
Chao Wang, Lei Liu, Chunxiao Jiang +3
Space-air-ground integrated network (SAGIN) is a new type of wireless network mode. The effective management of SAGIN resources is a prerequisite for high-reliability communication…
Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning
Peiying Zhang, Chao Wang, Neeraj Kumar +2
Network virtualization (NV) is a technology with broad application prospects. Virtual network embedding (VNE) is the core orientation of VN, which aims to provide more flexible und…
Multi Objective Resource Optimization of Wireless Network Based on Cross Domain Virtual Network Embedding
Chao Wang, Tao Dong, Youxiang Duan +2
The rapid development of virtual network architecture makes it possible for wireless network to be widely used. With the popularity of artificial intelligence (AI) industry in dail…
Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm
Peiying Zhang, Chao Wang, Chunxiao Jiang +2
The development of Intelligent Cyber-Physical Systems (ICPSs) in virtual network environment is facing severe challenges. On the one hand, the Internet of things (IoT) based on ICP…
VNE Solution for Network Differentiated QoS and Security Requirements: From the Perspective of Deep Reinforcement Learning
Chao Wang, Ranbir Singh Batth, Peiying Zhang +3
The rapid development and deployment of network services has brought a series of challenges to researchers. On the one hand, the needs of Internet end users/applications reflect th…