[HTML][HTML] A survey on Zero touch network and Service (ZSM) Management for 5G and beyond networks

M Liyanage, QV Pham, K Dev, S Bhattacharya… - Journal of Network and …, 2022 - Elsevier
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 …

A survey of intelligent network slicing management for industrial IoT: integrated approaches for smart transportation, smart energy, and smart factory

Y Wu, HN Dai, H Wang, Z Xiong… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Network slicing has been widely agreed as a promising technique to accommodate diverse
services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and …

Orchestran: Network automation through orchestrated intelligence in the open RAN

S D'Oro, L Bonati, M Polese… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
The next generation of cellular networks will be characterized by softwarized, open, and
disaggregated architectures exposing analytics and control knobs to enable network …

[HTML][HTML] The role of artificial intelligence driven 5G networks in COVID-19 outbreak: Opportunities, challenges, and future outlook

AI Abubakar, KG Omeke, M Ozturk… - Frontiers in …, 2020 - frontiersin.org
There is no doubt that the world is currently experiencing a global pandemic that is
reshaping our daily lives as well as the way business activities are being conducted. With …

Zero Touch Management: A Survey of Network Automation Solutions for 5G and 6G Networks

E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …

Explainable AI for B5G/6G: technical aspects, use cases, and research challenges

S Wang, M Atif Qureshi, L Miralles-Pechuan… - arXiv e …, 2021 - ui.adsabs.harvard.edu
When 5G began its commercialisation journey around 2020, the discussion on the vision of
6G also surfaced. Researchers expect 6G to have higher bandwidth, coverage, reliability …

[HTML][HTML] A survey of deep reinforcement learning application in 5G and beyond network slicing and virtualization

C Ssengonzi, OP Kogeda, TO Olwal - Array, 2022 - Elsevier
Abstract The 5th Generation (5G) and beyond networks are expected to offer huge
throughputs, connect large number of devices, support low latency and large numbers of …

Multi-Connectivity for 5G Networks and Beyond: A Survey

T Sylla, L Mendiboure, S Maaloul, H Aniss, MA Chalouf… - Sensors, 2022 - mdpi.com
To manage a growing number of users and an ever-increasing demand for bandwidth,
future 5th Generation (5G) cellular networks will combine different radio access technologies …

Networking systems of ai: on the convergence of computing and communications

L Song, X Hu, G Zhang, P Spachos… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) and 5G system have been two hot technical areas that are
changing the world. On the deep convergence of computing and communication, networking …

A forecasting approach to improve control and management for 5G networks

D Ferreira, AB Reis, C Senna… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In 5G networks, time-series data will be omnipresent for the monitoring and management of
network performance metrics. With the increase in the number of Internet of Things (IoT) …