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20112023
most citedThirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

485 citations · 1.3k across the 28 of their papers we have counts for

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10 papers · 1 filter

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.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.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…

cs.NI2022

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…

cs.NI2019★ 485 cited

Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks

Jingjing Wang, Chunxiao Jiang, Haijun Zhang +3

Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users…

cs.NI2017★ 18 cited

Complex Network Theoretical Analysis on Information Dissemination over Vehicular Networks

Jingjing Wang, Chunxiao Jiang, Longxiang Gao +3

How to enhance the communication efficiency and quality on vehicular networks is one critical important issue. While with the larger and larger scale of vehicular networks in dense…

cs.NI2017★ 40 cited

Mobile Data Transactions in Device-to-Device Communication Networks: Pricing and Auction

Jingjing Wang, Chunxiao Jiang, Zhi Bie +2

Device-to-Device (D2D) communication is offering smart phone users a choice to share files with each other without communicating with the cellular network. In this paper, we discus…

cs.NI2017★ 35 cited

Aggressive Congestion Control Mechanism for Space Systems

Jingjing Wang, Chunxiao Jiang, Haijun Zhang +2

How to implement an impeccable space system-of-systems (SoS) internetworking architecture has been a significant issue in system engineering for years. Reliable data transmission i…

cs.NI2015★ 74 cited

Self-Organization in Disaster Resilient Heterogeneous Small Cell Networks

Haijun Zhang, Chunxiao Jiang, Rose Qingyang Hu +1

Heterogeneous small cell networks with overlay femtocells and macrocell is a promising solution for future heterogeneous wireless cellular communications. However, great resilience…

cs.NI2011★ 2 cited

Renewal-Theoretical Dynamic Spectrum Access in Cognitive Radio Networks with Unknown Primary Behavior

Chunxiao Jiang, Yan Chen, K. J. Ray Liu +1

Dynamic spectrum access in cognitive radio networks can greatly improve the spectrum utilization efficiency. Nevertheless, interference may be introduced to the Primary User (PU) w…