Go Back Survey Article July, 2023

Machine Learning Techniques for Resource Management: A Survey Study

Abstract

Abstract :The study's objective was to use machine learning techniques to provide an overview of resource management issues. In order to demonstrate how resource management machine learning algorithms function, the study uses a qualitative methodology. The results showed that the efficient deployment of very heterogeneous IoT networks depends on resource management, among other aspects of network administration. In conclusion, IoT networks struggle with resource allocation in addition to having to decide how to manage resources based on various contexts and situations.

Keywords

machine learning (ml); resource management; virtual machines (vms); deep learning (dl); reinforcement learning (rl); artificial intelligence (ai); heterogeneous networks (hetnets)
Document Preview
Download PDF
Details
Volume 1
Issue 1
Pages 9-19
ISSN 2974-9840