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Mariya Ouaissa (editor) - Computational Intelligence in Recent Communication Networks (EAI/Springer Innovations in Communication and Computing)

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Mariya Ouaissa (editor) Computational Intelligence in Recent Communication Networks (EAI/Springer Innovations in Communication and Computing)

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This book focuses on the use of Artificial Intelligence and Machine Learning (AI/ML) based techniques to solve issues related to communication networks, their layers, as well as their applications. The book first offers an introduction to recent trends regarding communication networks. The authors then provide an overview of theoretical concepts of AI/ML, techniques and protocols used in different layers of communication. Furthermore, this book presents solutions that help analyze complex patterns in user data and ultimately improve productivity. Throughout, AI/ML-based solutions are provided, for topics such as signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The book features chapters from a large spectrum of authors including researchers, students, as well as industrials involved in research and development.

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Book cover of Computational Intelligence in Recent Communication Networks - photo 1
Book cover of Computational Intelligence in Recent Communication Networks
EAI/Springer Innovations in Communication and Computing
Series Editor
Imrich Chlamtac
European Alliance for Innovation, Ghent, Belgium

Editors Note

The impact of information technologies is creating a new world yet not fully understood. The extent and speed of economic, life style and social changes already perceived in everyday life is hard to estimate without understanding the technological driving forces behind it. This series presents contributed volumes featuring the latest research and development in the various information engineering technologies that play a key role in this process.

The range of topics, focusing primarily on communications and computing engineering include, but are not limited to, wireless networks; mobile communication; design and learning; gaming; interaction; e-health and pervasive healthcare; energy management; smart grids; internet of things; cognitive radio networks; computation; cloud computing; ubiquitous connectivity, and in mode general smart living, smart cities, Internet of Things and more. The series publishes a combination of expanded papers selected from hosted and sponsored European Alliance for Innovation (EAI) conferences that present cutting edge, global research as well as provide new perspectives on traditional related engineering fields. This content, complemented with open calls for contribution of book titles and individual chapters, together maintain Springers and EAIs high standards of academic excellence. The audience for the books consists of researchers, industry professionals, advanced level students as well as practitioners in related fields of activity include information and communication specialists, security experts, economists, urban planners, doctors, and in general representatives in all those walks of life affected ad contributing to the information revolution.

Indexing: This series is indexed in Scopus, Ei Compendex, and zbMATH.

About EAI

EAI is a grassroots member organization initiated through cooperation between businesses, public, private and government organizations to address the global challenges of Europes future competitiveness and link the European Research community with its counterparts around the globe. EAI reaches out to hundreds of thousands of individual subscribers on all continents and collaborates with an institutional member base including Fortune 500 companies, government organizations, and educational institutions, provide a free research and innovation platform.

Through its open free membership model EAI promotes a new research and innovation culture based on collaboration, connectivity and recognition of excellence by community.

More information about this series at http://www.springer.com/series/15427

Editors
Mariya Ouaissa , Zakaria Boulouard , Mariyam Ouaissa and Bassma Guermah
Computational Intelligence in Recent Communication Networks
Logo of the publisher Logo of the publisher Editors Mariya Ouaissa - photo 2
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Logo of the publisher Editors Mariya Ouaissa Moulay Ismail University - photo 3
Logo of the publisher
Editors
Mariya Ouaissa
Moulay Ismail University, Meknes, Morocco
Zakaria Boulouard
Hassan II University, Mohammedia, Morocco
Mariyam Ouaissa
Moulay Ismail University, Meknes, Morocco
Bassma Guermah
Parc Technopolis Rabat-Shore, International University of Rabat, Sala Al Jadida, Morocco
ISSN 2522-8595 e-ISSN 2522-8609
EAI/Springer Innovations in Communication and Computing
ISBN 978-3-030-77184-3 e-ISBN 978-3-030-77185-0
https://doi.org/10.1007/978-3-030-77185-0
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

Over the past few years, the demand for data traffic has experienced explosive growth thanks to the increasing need to stay online. New applications of communications, such as wearable devices, autonomous systems, drones, and the Internet of Things (IoT), continue to emerge and generate even more data traffic with vastly different performance requirements. With the COVID-19 pandemic, the need to stay online has become even more crucial, as most of the fields, would they be industrial, educational, economic, or service-oriented, had to go online as best as they can. As the data traffic is expected to continuously strain the capacity of future communication networks, these networks need to evolve consistently in order to keep up with the growth of data traffic. Thus, more intelligent processing, operation, and optimization will be needed for tomorrows communication networks.

The present volume, entitled Computational Intelligence in Recent Communication Networks, will focus on the use of AI/ML-based techniques to solve issues related to communication networks, their layers, as well as their applications. It will be a collection of original contributions regarding state-of-the-art AI/ML-based solutions for signal detection, channel modeling, resource optimization, user/application behavior prediction, software-defined networking, communication network optimization, security, and anomaly detection. This book of 15 chapters is an attempt to present solutions to these issues.

In Chap. , authors discuss the integration of blockchain with 5G networks and beyond and present how blockchain application in 5G networks and beyond could facilitate enabling various services at the edge and the core. Blockchain was proposed by researches to overcome 5G issues because of its capacities to ensure transparency, data reliability, trustworthiness, and immutability in a distributed environment. Indeed, blockchain has gained momentum as a novel technology that gives rise to a plethora of new decentralized technologies.

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