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

8 citations · 16 across the 18 of their papers we have counts for

collaborators

18 papers

cs.NI2022

Multi-Domain Virtual Network Embedding Algorithm based on Horizontal Federated Learning

Peiying Zhang, Ning Chen, Shibao Li +2

Network Virtualization (NV) is an emerging network dynamic planning technique to overcome network rigidity. As its necessary challenge, Virtual Network Embedding (VNE) enhances the…

cs.NI2022

STEC-IoT: A Security Tactic by Virtualizing Edge Computing on IoT

Peiying Zhang, Chunxiao Jiang, Xue Pang +1

To a large extent, the deployment of edge computing (EC) can reduce the burden of the explosive growth of the Internet of things. As a powerful hub between the Internet of things a…

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.NI2022

A Multi-Domain VNE Algorithm based on Load Balancing in the IoT networks

Peiying Zhang, Fanglin Liu, Chunxiao Jiang +3

Virtual network embedding is one of the key problems of network virtualization. Since virtual network mapping is an NP-hard problem, a lot of research has focused on the evolutiona…

cs.NE2022

VNE Strategy based on Chaotic Hybrid Flower Pollination Algorithm Considering Multi-criteria Decision Making

Peiying Zhang, Fanglin Liu, Gagangeet Singh Aujla +1

With the development of science and technology and the need for Multi-Criteria Decision-Making (MCDM), the optimization problem to be solved becomes extremely complex. The theoreti…

cs.CR2022

A Reliable Data-transmission Mechanism using Blockchain in Edge Computing Scenarios

Peiying Zhang, Xue Pang, Neeraj Kumar +2

With the advent of the Internet of things (IoT) era, more and more devices are connected to the IoT. Under the traditional cloud-thing centralized management mode, the transmission…