most citedDeep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

8 citations · 16 across the 11 of their papers we have counts for

collaborators

11 papers

cs.NE20222 cited

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…

cs.LG20228 cited

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…

cs.NI2022

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…

cs.DC2022

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…

cs.NI20222 cited

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…

cs.NI2022

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…