Ensemble-based Prediction Scheme for Resource Utilization in IBN-enabled Network Slice Lifecycle Management

K Abbas - 2022 - oak.jejunu.ac.kr
5G networks come up with many innovative features compared to legacy networks, such as
network slicing that envisioned a wide variety of services from different customers, network …

Federated Network Intelligence Orchestration for scalable and automated FL-based anomaly detection in B5G Networks

PF Saura, JMB Murcia, AM Zarca… - 2023 IEEE Future …, 2023 - ieeexplore.ieee.org
Network Intelligence management in Beyond 5G networks embraces the exciting challenge
of addressing scalability, dynamicity, interoperability, privacy, and security concerns. These …

An Overview of Enabling Artificial Intelligence in 3GPP 5G-Advanced Networks

M Qu, X Tang, Y Zhang, Z Chen… - … on Internet of Things …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) are regarded as indispensable
technologies in wireless communication networks. The third Generation Partnership Project …

REMS: Resource-Efficient and Adaptive Model Selection in 5G NWDAF

H Jeong, H Ko, S Pack - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Deep neural networks (DNNs) are widely used to meet the needs of service consumers.
However, most research on DNN focuses on the use of single-task learning models. In this …

[PDF][PDF] A Survey on Zero Touch Network and Service (ZSM) Management for 5G and Beyond Networks

M Liyanagea, QV Phamb, K Devc… - English, Journal of … - researchgate.net
Faced with the rapid increase in smart Internet-of-Things (IoT) devices and the high demand
for new business-oriented services in the fifth-generation (5G) and beyond network, the …

An AI-based Framework to Optimize Mobile Services

SA Naas - 2023 - aaltodoc.aalto.fi
In current digital networks, novel verticals require diversity and extreme efficiency from
network infrastructures. Recent studies have shown the key role of Artificial intelligence (AI) …

Use of Artificial Intelligence in Next-Generation Wireless Network Infrastructures

R Gürfidan, M Ersoy, H Kartal - Türk Mühendislik Araştırma ve …, 2023 - dergipark.org.tr
The diversity in service requirements, applications, devices, and networks that emerges with
the development of technology transforms into complex systems in next-generation wireless …

A Framework for Next Generation Cloud-Native SDN Cognitive Resource Orchestrator for IoTs (NG2CRO)

H Kanwal Janjua, I Miguel Jiménez, RJ Durán Barroso… - 2023 - uvadoc.uva.es
SDN (Software Define Networking) and NFV (Network Function Virtualization) are the key
enablers for 5G systems and also open many doors in the cloud-native application. Besides …

Distributed network map forecasting for 5G edge networks

AH Estiri - 2022 - escholarship.mcgill.ca
La 5G et l'Edge computing ouvrent un monde de nouvelles opportunités de revenusà travers
la fabrication, le transport, les jeux et bien d'autres applications. Commede plus en plus …

5G Mobile Communications: Fundamentals, Key Enabling Technologies, Challenges, Opportunities, Future Trends

KS Mohamed - … Systems Architecture: Transceiver Design and DSP …, 2022 - Springer
Motivation: Nowadays, 5G is widely used in many applications such as Internet of Things
(IoT) and autonomous driving due to its low latency, fast speed and enhanced capacity …