A carrying method for 5G network slicing in smart grid communication services based on neural network
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 …
of mutually isolated logical network slices provide specific service requirements and quality …
Multi-agent-based simulation of intelligent network system
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 …
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
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 …
strict QoS parameters, but the hardware‐based" one‐size‐fits‐all" model of legacy networks …
Deep learning for 5G and 6G
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 …
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
With increasing demand for customized connectivity, transport networks must evolve
towards autonomous and customer-driven network management. This paper presents a …
towards autonomous and customer-driven network management. This paper presents a …
Traffic Prediction with Network Slicing in 5G: A Survey
In modern communication systems there are heterogeneous service request from the
applications like mobile devices, virtual reality, automatic driving cars, IoT devices. These …
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
In this paper, we present MATS-Cloud, a cloud-based microservices architecture designed
for multi-agent-based Traffic Control Systems (TCS). This architecture facilitates …
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 …
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 …
intelligent network management, particularly suited for next-generation networks like 5G and …
Navigating Network Traffic: An Exploration of Maze Algorithm Applications in Machine Learning
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 …
solutions in response to the growing amount of data generated by smart devices. It launches …