Hypergraph-based autonomous networks: adaptive resource management and dynamic resource scheduling

K Lin, H Wang, B Chen, G Fortino - IEEE Communications …, 2022 - ieeexplore.ieee.org
As development steadily advances and the capacity for practical applications grows, 5G
networks are being deeply expanded in many fields, such as manufacturing, transportation …

Guest Editorial: Autonomous Networks: Opportunities, Challenges, and Applications

K Dev, Y Xiao, U Challita, C de Alwis… - IEEE …, 2023 - ieeexplore.ieee.org
Researchers and standardization bodies have been paying increasing attention to the
network management automation issue in 5G systems. Autonomous solutions for managing …

A survey on resource allocation for 5G heterogeneous networks: Current research, future trends, and challenges

Y Xu, G Gui, H Gacanin, F Adachi - … Communications Surveys & …, 2021 - ieeexplore.ieee.org
In the fifth-generation (5G) mobile communication system, various service requirements of
different communication environments are expected to be satisfied. As a new evolution …

5G networks must be autonomic!

S van der Meer, J Keeney… - NOMS 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
5G networks will be the first real converged net-works supporting a plethora of different
services, each with their own requirements. A static best-effort approach is no longer …

NEMI: A 6G-ready) AI-enabled Autonomic Network Management System for Open Campus Networks

MI Corici, V Gowtham, T Magedanz… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The management of ultra-dense, high-capacity beyond-5G networks becomes increasingly
complex due to the network complexity, density and heterogeneity of the various, distributed …

Artificial-intelligence-enabled intelligent 6G networks

H Yang, A Alphones, Z Xiong, D Niyato, J Zhao… - IEEE …, 2020 - ieeexplore.ieee.org
With the rapid development of smart terminals and infrastructures, as well as diversified
applications (eg, virtual and augmented reality, remote surgery and holographic projection) …

Toward AI-Enabled Green 6G Networks: A Resource Management Perspective

N Alhussien, TA Gulliver - IEEE Access, 2024 - ieeexplore.ieee.org
The development of 6G wireless networks is driven by the pressing need for reliable
connectivity in the increasingly intelligent Internet of Things (IoT) ecosystem. The goal of …

[HTML][HTML] On end-to-end intelligent automation of 6G networks

A Moubayed, A Shami, A Al-Dulaimi - Future Internet, 2022 - mdpi.com
The digital transformation of businesses and services is currently in full force, opening the
world to a new set of unique challenges and opportunities. In this context, 6G promises to be …

Softwarized resource management and allocation with autonomous awareness for 6G-enabled cooperative intelligent transportation systems

H Cao, S Garg, G Kaddoum, S Singh… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cooperative intelligent transport system (C-ITS) is one emerging application scenario in 6G.
Within the content of 6G, softwarization is the dominant attribute of networks. 6G networks …

[HTML][HTML] Intelligent Resource Orchestration for 5G Edge Infrastructures

R Moreno-Vozmediano, RS Montero, E Huedo… - Future Internet, 2024 - mdpi.com
The adoption of edge infrastructure in 5G environments stands out as a transformative
technology aimed at meeting the increasing demands of latency-sensitive and data …