Call for Book Chapters
Artificial Intelligence and Deep Learning for Computer Network Management and Analysis
Call for Book Chapters
Artificial Intelligence and Deep Learning for Computer Network Management and Analysis
About the book:
In recent years, particularly with the advent of Deep Learning (DL), new avenues have opened up to handle today's most complex and very dynamic computer networks, and the large amount of data (often real-time) that they generate. Artificial Intelligence (AI) and Machine Learning (ML) techniques have already shown their effectiveness in different networks and service management problems, including, but not limited to, cloud, traffic management, cyber security, etc. There exist numerous research articles in this domain but a comprehensive and self-sufficient book with covering the current state-of-art in the domain is deficient in the literature. The book aims to systematically collect quality research and ensemble all facets of AI, ML and Deep learning applications in and around, not only networks and communications, but also security related areas under a single cover to provide the readers a more precise picture of how and where these approaches can be applied. It also aspires to provide more insights on the applicability of the theoretical similitudes, otherwise a rarity in many such books.
Recommended Topics Include, But Not Limited To :
A non-exhaustive list of topics we invite to be considered for inclusion in this book are as follows:
· Learning-based signal processing schemes
· Physical layer management and analyses techniques
· Learning-based MAC protocol optimization
· Adaptive routing and end-to-end communication approaches
· Deep Learning in traffic management
· Application of AI and ML in network resource management
· Application of AI, ML and DL in network security challenges
· Cloud management, routing and traffic engineering
· Machine learning and multimedia networking
· Deep Learning and wireless communication
Indexing:
Web of Science, Scopus, Google Scholar
Editors:
Important Dates:
Chapter Proposal (Abstract submission ): August 15, 2021
Abstract Acceptance Notification: August 30, 2021
Full Chapter Submission: September 15, 2021
Notification to Authors: September 30, 2021
Camera Ready Submission: October 31, 2021
Publication of the Book: January 2022