Resource Allocation for MEC in Ultra-dense Networks

In the complex context of 5G ultra-dense networks, the unprecedented growth in traffic and computing demand has made the interaction between edge devices and edge servers extremely intricate due to the time-varying nature of the network environment and resource heterogeneity. The combination of UDN and Mobile Edge Computing not only significantly improves network performance but also expands application scenarios and enhances user experience, marking it as one of the crucial trends in future network development. In this paper, we review recent results and research progress on MEC-based resource allocation in 5G ultra-dense networks. We analyze resource allocation strategies from multiple dimensions, including user association, interference management, energy efficiency optimization, delay reduction, access selection, and user mobility. Finally, we discuss the challenges and open issues that need to be addressed for future development in this area.

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Publication Details

Journal
電腦學刊
Published
2025-02-28
DOI
https://doi.org/10.63367/199115992025023601010
Primary Topic
Photonic and Optical Devices
Type
article
Field-Weighted Citation Impact
0.00
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article

Resource Allocation for MEC in Ultra-dense Networks

Shuyun Li, Zhihui Wang, Xiaoxue Zhang, Huan Ma et al.
電腦學刊
Photonic and Optical Devices
article

Resource Allocation for MEC in Ultra-dense Networks

Shuyun Li, Zhihui Wang, Xiaoxue Zhang, Huan Ma, Xianrui Dou
article en

Abstract

In the complex context of 5G ultra-dense networks, the unprecedented growth in traffic and computing demand has made the interaction between edge devices and edge servers extremely intricate due to the time-varying nature of the network environment and resource heterogeneity. The combination of UDN and Mobile Edge Computing not only significantly improves network performance but also expands application scenarios and enhances user experience, marking it as one of the crucial trends in future network development. In this paper, we review recent results and research progress on MEC-based resource allocation in 5G ultra-dense networks. We analyze resource allocation strategies from multiple dimensions, including user association, interference management, energy efficiency optimization, delay reduction, access selection, and user mobility. Finally, we discuss the challenges and open issues that need to be addressed for future development in this area.

電腦學刊Vol. 36(1)
Openalex Percentile: Top 97%
Photonic and Optical Devices
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