Ubiquitous learning models for 5G communication network utility maximization through utility-based service function chain deployment

FY Alghayadh, JVN Ramesh, A Quraishi… - Computers in Human …, 2024 - Elsevier
The main problem of deploying service function chains in virtualized 5G networks is dealt
with in wireless 5G communications and effective ubiquitous learning models. The aim is to …

AI-empowered virtual network embedding: a comprehensive survey

S Wu, N Chen, A Xiao, P Zhang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
For the challenges posed by Internet rigidity, network virtualization (NV) technology emerges
as a pivotal approach, imparting diversity, resilience, and scalability to the evolution of new …

[HTML][HTML] Slicing resource allocation based on dueling DQN for eMBB and URLLC hybrid services in heterogeneous integrated networks

G Chen, R Shao, F Shen, Q Zeng - Sensors, 2023 - mdpi.com
In 5G/B5G communication systems, network slicing is utilized to tackle the problem of the
allocation of network resources for diverse services with changing demands. We proposed …

[Retracted] Wireless Network Virtualization Resource Sharing Based on Dynamic Resource Allocation Algorithm

J Ren, X Li - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
In recent years, with the continuous development of IT industry, network virtualization
technology has gradually developed into a hotspot of research and application in the field of …

车联网中网络切片资源分配方案.

李悦, 任春莉, 章国安 - Telecommunication Engineering, 2023 - search.ebscohost.com
为了满足车联网中不同应用的服务质量(Quality of Service, QoS) 要求, 提出了一种基于网络
切片技术的车联网频谱资源分配方案. 该方案考虑数据接入控制, 通过联合优化频谱资源块 …

Energy efficiency and delay optimization of virtual slicing of fog radio access network

Y Zhang, L Zhao, K Liang, G Zheng… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
To develop the energy efficient of 6G networks, the fog radio access network (F-RAN) is
expected to meet various use cases of high-performance mobile services. Although network …

[HTML][HTML] Heuristic radio access network subslicing with user clustering and bandwidth subpartitioning

M Kulmar, I Müürsepp, MM Alam - Sensors, 2023 - mdpi.com
In 5G and beyond, the network slicing is a crucial feature that ensures the fulfillment of
service requirements. Nevertheless, the impact of the number of slices and slice size on the …

[HTML][HTML] Two tier slicing resource allocation algorithm based on deep reinforcement learning and joint bidding in wireless access networks

G Chen, X Zhang, F Shen, Q Zeng - Sensors, 2022 - mdpi.com
Network slicing (NS) is an emerging technology in recent years, which enables network
operators to slice network resources (eg, bandwidth, power, spectrum, etc.) in different types …

A business model for resource sharing in cell-free UAVs-assisted wireless networks

YK Tun, YM Park, THT Le, Z Han… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widely deployed to enhance the wireless network
capacity and to provide communication services to mobile users beyond the infrastructure …

Network virtualization empowered metaverse: A hierarchical matching approach

LU Khan, M Guizani, I Yaqoob, A Al-Fuqaha… - Authorea …, 2023 - techrxiv.org
Metaverse has generated significant interest for enabling wireless systems due to its self-
sustainability and proactive analytic capabilities. It enables the deployment of meta spaces …