Fog Computing in the Internet of Things

Fog Computing in the Internet of Things

Amir M. Rahmani • Pasi Liljeberg Jürgo-Sören Preden • Axel Jantsch Editors

Fog Computing in the Internet of Things Intelligence at the Edge

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Editors Amir M. Rahmani Department of Computer Science University of California Irvine, CA, USA and Institute of Computer Technology TU Wien Vienna, Austria

Pasi Liljeberg Department of Future Technologies University of Turku Turku, Finland Axel Jantsch Institute of Computer Technology TU Wien Vienna, Austria

Jürgo-Sören Preden Thinnect, Inc., Sunnyvale CA, USA

ISBN 978-3-319-57638-1 ISBN 978-3-319-57639-8 (eBook) DOI 10.1007/978-3-319-57639-8 Library of Congress Control Number: 2017941641 © Springer International Publishing AG 2018 This work is subject to copyright. All rights are reserved 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, express 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. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Contents

Part I Introduction on Fog Computing 1

Fog Computing Fundamentals in the Internet-of-Things . . . . . . . . . . . . . . . Behailu Negash, Amir M. Rahmani, Pasi Liljeberg, and Axel Jantsch

3

Part II Management at the Fog Layer 2

IoT Resource Estimation Challenges and Modeling in Fog . . . . . . . . . . . . . Mohammad Aazam, Marc St-Hilaire, Chung-Horng Lung, Ioannis Lambadaris, and Eui-Nam Huh

3

Tackling IoT Ultra Large Scale Systems: Fog Computing in Support of Hierarchical Emergent Behaviors . . . . . . . . . . . . . . . . . . . . . . . . . Damian Roca, Rodolfo Milito, Mario Nemirovsky, and Mateo Valero

17

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Part III Services of the Fog Layer 4

The Present and Future of Privacy-Preserving Computation in Fog Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Patrícia R. Sousa, Luís Antunes, and Rolando Martins

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5

Self-Aware Fog Computing in Private and Secure Spheres . . . . . . . . . . . . . Kalle Tammemäe, Axel Jantsch, Alar Kuusik, Jürgo-Sören Preden, and Enn Õunapuu

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6

Urban IoT Edge Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 101 Aakanksha Chowdhery, Marco Levorato, Igor Burago, and Sabur Baidya

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Contents

Part IV Application Use-Cases 7

Control-as-a-Service in Cyber-Physical Energy Systems over Fog Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 123 Korosh Vatanparvar and Mohammad Abdullah Al Faruque

8

Leveraging Fog Computing for Healthcare IoT . . . . . . . . . . . . . . . . . . . . . . . . . . 145 Behailu Negash, Tuan Nguyen Gia, Arman Anzanpour, Iman Azimi, Mingzhe Jiang, Tomi Westerlund, Amir M. Rahmani, Pasi Liljeberg, and Hannu Tenhunen

Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 171