AI Solutions for Complex Communication Network Challenges

Title

AI Solutions for Complex Communication Network Challenges

Creator

Rajendran, Rajesh Kanna; Priya, T. Mohana; Blessing, N. R. Wilfred

Description

As communication networks balloon in size and complexity, managing them effectively becomes a monumental task. This chapter explores how Artificial Intelligence (AI) offers a powerful toolkit for tackling the intricate challenges faced by these systems. By leveraging machine learning, deep learning, and neural networks, AI can significantly enhance network performance, optimize resource allocation, and bolster security. Outlining the major hurdles plaguing modern communication networks, such as scalability limitations, latency issues, congestion bottlenecks, and ever- evolving cybersecurity threats. The chapter also acknowledges the ethical considerations and potential risks associated with AI deployment, emphasizing the need for responsible practices. Ultimately, this chapter provides a comprehensive perspective on how AI can become the cornerstone of resilient and efficient communication networks, paving the way for future advancements in this critical field. 2025 by IGI Global Scientific Publishing. All rights reserved.

Source

AI for Large Scale Communication Networks;pp.45-58

Date

01-01-2025

Publisher

IGI Global

Coverage

Rajendran R.K., Christ University, India; Priya T.M., Christ University, India; Blessing N.R.W., University of Technology and Applied Sciences, Ibri, Oman

Rights

Restricted Access; Hardcopy may be available in the library

Relation

ISBN: 979-836936554-0; 979-836936552-6;

Format

online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.4018/979-8-3693-6552-6.ch003

https://www.scopus.com/pages/publications/105007899875?origin=resultslist