Table Of Content

Internet of Everything and Big Data Internet of Everything (IoE) Series Editor: Mangey Ram, Professor, Graphic Era University, Uttarakhand, India IoT Security and Privacy Paradigm Edited by Souvik Pal, Vicente Garcia Diaz, and Dac-Nhuong Le Smart Innovation of Web of Things Edited by Vijender Kumar Solanki, Raghvendra Kumar and Le Hoang Son Big Data, IoT, and Machine Learning Tools and Applications Rashmi Agrawal, Marcin Paprzycki, and Neha Gupta Internet of Everything and Big Data Major Challenges in Smart Cities Edited by Salah-ddine Krit, Mohamed Elhoseny, Valentina Emilia Balas, Rachid Benlamri, and Marius M. Balas Bitcoin and Blockchain History and Current Applications Edited by Sandeep Kumar Panda, Ahmed A. Elngar, Valentina Emilia Balas, and Mohammed Kayed For more information about this series, please visit: https://www.crcpress.com/ Internet-of-Everything-IoE-Security-and-Privacy-Paradigm/book-series/ CRCIOESPP Internet of Everything and Big Data Major Challenges in Smart Cities Edited by Salah-ddine Krit, Mohamed Elhoseny, Valentina Emilia Balas, Rachid Benlamri, and Marius M. Balas CRC Press Boca Raton and London First edition published in 2022 by CRC Press 6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742 and by CRC Press 2 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN © 2022 Taylor & Francis Group, LLC CRC Press is an imprint of Taylor & Francis Group, LLC Reasonable efforts have been made to publish reliable data and information, but the author and pub- lisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all materials reproduced in this publication and apologized to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged, please write and let us know so we may rectify in any future reprint. Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or here- after invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers. For permission to photocopy or use material electronically from this work, access www.copyright.com or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978- 750-8400. For works that are not available on CCC please contact [email protected] Trademark notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe. Library of Congress Cataloging-in-Publication Data Names: Krit, Salah-ddine, editor. | Elhoseny, Mohamed, editor. | Balas, Valentina Emilia, editor. | Benlamri, Rachid, editor. Title: Internet of everything and big data : major challenges in smart cities / edited by Salah-ddine Krit, Mohamed Elhoseny, Valentina Emilia Balas, Rachid Benlamri, and Marius M. Balas. Description: First edition. | Boca Raton, FL : CRC Press, 2020. | Series: Internet of Everything (IOE). Security and privacy paradigm | Includes bibliographical references and index. Identifiers: LCCN 2020016636 (print) | LCCN 2020016637 (ebook) | ISBN 9780367458881 (hardback) | ISBN 9781003038412 (ebook) Subjects: LCSH: Smart cities. | Internet of things. | Big data. Classification: LCC TD159.4 .I54 2020 (print) | LCC TD159.4 (ebook) | DDC 307.760285/4678--dc23 LC record available at https://lccn.loc.gov/2020016636 LC ebook record available at https://lccn.loc.gov/2020016637 ISBN: 978-0-367-45888-1 (hbk) ISBN: 978-1-003-03841-2 (ebk) Typeset in Times LT Std by KnowledgeWorks Global Ltd. Contents Preface......................................................................................................................vii Editors .......................................................................................................................ix Contributors ..............................................................................................................xi Chapter 1 Analytical Review of Roles of the Internet in the Indian Education System .................................................................................1 Subir Sinha Chapter 2 Performance Evaluation of Components of the Hadoop Ecosystem ...............................................................................9 Nibareke Thérence, Laassiri Jalal, and Lahrizi Sara Chapter 3 The Effect of the Financial Crisis on Corporal Wellbeing: Apparent Impact Matters ...................................................................25 Muhammad Shoaib Khan, Muhammad Saleem Rahpoto, and Urooj Talpur Chapter 4 Comparative Study of Memory Architectures for Multiprocessor Systems-on-Chip (MPSoC) ......................................35 Kaoutar Aamali, Abdelhakim Alali, Mohamed Sadik, and Zineb El Hariti Chapter 5 Assessment of Heating and Cooling Energy Needs in Residential Buildings in Settat, Morocco...........................................43 Abdellah Boussafi and Najat Ouaaline Chapter 6 Authentication Model Using the JADE Framework for Communication Security in Multiagent Systems ...............................49 Sanae Hanaoui, Jalal Laassiri, and Yousra Berguig Chapter 7 Estimation of Daily Energy Production of a Solar Power Plant Using Artificial Intelligence Techniques ............................................59 Anass Zaaoumi, Hajar Hafs, Abdellah Bah, Mohammed Alaoui, and Abdellah Mechaqrane v vi Contents Chapter 8 Daily Time Series Estimation of Global Horizontal Solar Radiation from Artificial Neural Networks .......................................73 Mebrouk Bellaoui, Kada Bouchouicha, Nouar Aoun, Ibrahim Oulimar, and Abdeldjabar Babahadj Chapter 9 Credit Default Swaps between Past, Present, and Future ..................81 Nadir Oumayma and Daoui Driss Chapter 10 Tools of Forward-Looking Management of Jobs in the Moroccan Ministry of Finance and Benchmark with Other Ministries ...........................................................................................95 Malak Bouhazzama and Said Mssassi Chapter 11 Artificial Intelligence–Based Methods of Financial Time Series for Trading Experts in a Relational Database to Generate Decisions ..........................................................................................101 Khalid Abouloula, Ali Ou-yassine, Salah-ddine Krit, and Mohamed Elhoseny Chapter 12 Modeling Energy Consumption of Freight Vehicles with MLR ......115 Ech-Chelfi Wiame and El Hammoumi Mohammed Chapter 13 Impact of Limescale on Home Appliances in a Building .....................................................................................127 Hajji Abdelghani, Ahmed Abbou, and El Boukili Abdellah Index ......................................................................................................................139 Preface The motivation for this book stemmed from the fact that there are currently no in- depth books dedicated to the challenge of the Internet of Everything and Big Data technologies in smart cities. The world today is confronting a critical portability challenge, and the framework that moves cities must keep pace with the innovation. This book reviews the applications, technologies, standards, and other issues related to smart cities. Smart cities have been an area of concern for both academic and industrial researchers. Big Data and Internet of Everything technologies are considered the most signifi- cant topics in creating smart cities. Wireless sensor networks are at the heart of this concept, and their development is a key issue if such a concept is to achieve its full potential. This book is dedicated to addressing the major challenges in realizing smart cities and sensing platforms in the era of Big Data cities and the Internet of Everything. Challenges vary from cost and energy efficiency to availability and service quality. This book examines the challenges of advancing Big Data and the Internet of Everything. The focus of this volume is to bring all the new idea- and application- related advances into a single work, so that undergraduate and postgraduate students, analysts, academicians, and industry experts can effectively understand the high- quality techniques related to IoT and Big Data. vii Editors Salah-ddine Krit, PhD, is an Associate Professor at the Polydisciplinary Faculty of Ouarzazate, Ibn Zohr University, Agadir, Morocco. He is currently the Director of Engineering Science and Energies Laboratory and the Chief of Department of Mathematics, Informatics and Management. Dr. Krit earned his PhD degrees in Software Engineering from Sidi Mohammed Ben Abdellah University, Fez, Morocco, in 2004 and 2009, respectively. From 2002 to 2008, he worked as an engineering team leader in audio and power management integrated circuits (ICs) research, design, simulation, and layout of analog and digital blocks dedicated to mobile phone and satellite communication systems using Cadence, Eldo, Orcad, and VHDL-AMS technology. Dr. Krit has authored/coauthored more than 130 journal articles, conference proceedings, and book chapters. His research interests include wireless sensor networks, network security, smart homes, smart cities, Internet of Things, business intelligence, Big Data, digital money, microelectronics, and renewable energies. Mohamed Elhoseny, PhD, i s an Assistant Professor at the Faculty of Computers and Information, Mansoura University and a researcher at CoVIS Lab, Department of Computer Science and Engineering, University of North Texas. He is the Director of Distributed Sensing and Intelligent Systems Lab, Mansoura University, Egypt. Collectively, Dr. Elhoseny has authored or coauthored more than 100 ISI journal articles, conference proceedings, book chapters, and nine books. His research interests include sensor technologies, network security, Internet of Things, and artificial intelligence applications. Dr. Elhoseny serves as the Editor-in-Chief of the International Journal of Smart Sensor Technologies and Applications, IGI Global. He also is an associate editor of other prestigious journals. Valentina Emilia Balas, PhD, earned her PhD in Automation and Applied Informatics at Aurel Vlaicu, University of Arad, Romania. She is a Professor at Aurel Vlaicu, University of Arad, Romania. Dr. Balas is the author of more than 265 research papers. Her research interests are in intelligent systems, fuzzy control, and soft computing. Rachid Benlamri, PhD, i s a Professor of Software Engineering at Lakehead University, Canada. He earned his master’s degree and PhD in Computer Science from the University of Manchester, United Kingdom, in 1987 and 1990, respectively. He is the head of the Artificial Intelligence and Data Science Lab at Lakehead University. He has supervised more than 80 students and postdoctoral fellows. He served as a keynote speaker and general chair for many international conferences. Prof. Benlamri is a member of the editorial board for many refereed international journals. His research interests are in the areas of artificial intelligence, semantic web, data science, ubiquitous computing, and mobile knowledge management. ix