A carrying method for 5G network slicing in smart grid communication services based on neural network

Y Hu, L Gong, X Li, H Li, R Zhang, R Gu - Future Internet, 2023 - mdpi.com
When applying 5G network slicing technology, the operator's network resources in the form
of mutually isolated logical network slices provide specific service requirements and quality …

Multi-agent-based simulation of intelligent network system

PM Tshakwanda, ST Arzo… - 2023 IEEE 13th annual …, 2023 - ieeexplore.ieee.org
The agent-based approach to service design offers a distinct advantage over traditional
microservice-based design by providing not only reactive responses but also the ability to …

AI Based Resource Management for 5G Network Slicing: History, Use Cases, and Research Directions

M Dubey, AK Singh, R Mishra - Concurrency and Computation …, 2025 - Wiley Online Library
ABSTRACT 5G, 6G, and beyond networks promise to support vertical industrial services with
strict QoS parameters, but the hardware‐based" one‐size‐fits‐all" model of legacy networks …

Deep learning for 5G and 6G

S Ardabili, A Mosavi, I Felde - 2023 IEEE 17th International …, 2023 - ieeexplore.ieee.org
Deep learning (DL) is a promising technology for enhancing the development of fifth
generation (5G) and sixth generation (6G) mobile networks, as it can improve their …

Automation of multi-layer multi-domain transport networks and the role of AI

Ó González de Dios, P Armingol Robles… - Journal of Optical …, 2025 - opg.optica.org
With increasing demand for customized connectivity, transport networks must evolve
towards autonomous and customer-driven network management. This paper presents a …

Traffic Prediction with Network Slicing in 5G: A Survey

D Kulkarni, M Venkatesan… - 2023 Third International …, 2023 - ieeexplore.ieee.org
In modern communication systems there are heterogeneous service request from the
applications like mobile devices, virtual reality, automatic driving cars, IoT devices. These …

[PDF][PDF] A Cloud-Based Microservices Solution for Multi-Agent Traffic Control Systems

C Ihejimba, RZ Wenkstern - … of the 23rd International Conference on …, 2024 - ifaamas.org
In this paper, we present MATS-Cloud, a cloud-based microservices architecture designed
for multi-agent-based Traffic Control Systems (TCS). This architecture facilitates …

[PDF][PDF] Enhancing the Efficacy of Intelligent Agents in Resource-Limited Settings for Advanced 6GNetworks: A Holistic SE-DO Framework

P Tshakwanda - Authorea Preprints, 2023 - techrxiv.org
The rapid growth of interconnected IoT devices has introduced complexities in their
monitoring and management. Autonomous and intelligent management systems are …

Enabling Intelligent Network Management through Multi-Agent Systems: An Implementation of Autonomous Network System

PM Tshakwanda - 2023 - digitalrepository.unm.edu
This Ph. D. dissertation presents a pioneering Multi-Agent System (MAS) approach for
intelligent network management, particularly suited for next-generation networks like 5G and …

Navigating Network Traffic: An Exploration of Maze Algorithm Applications in Machine Learning

SI Ali, Y Duraisamy, BH Rasheed, SM Abas… - IIRJET, 2024 - iirjet.org
To Determine network performance and highlight the need for integrated and intelligent
solutions in response to the growing amount of data generated by smart devices. It launches …