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Internet of Things, Smart Computing and Technology: A Roadmap Ahead

  • Book
  • © 2020

Overview

Editors:
  1. Nilanjan Dey

    1. Techno India College of Technology, Kolkata, India

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  2. Parikshit. N. Mahalle

    1. Smt Kashibai Navale College of Engineering, Pune, India

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  3. Pathan Mohd Shafi

    1. Smt Kashibai Navale College of Engineering, Pune, India

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  4. Vinod V. Kimabahune

    1. Smt Kashibai Navale College of Engineering, Pune, India

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  5. Aboul Ella Hassanien

    1. Department of Information Technology (IT), Cairo University, Giza, Egypt

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  • Discusses the latest research on the Internet of things, smart computing and technology
  • Presents a roadmap for the future
  • Incudes various applications of IoT and smart computing, while also integrating the big data perspective

Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 266)

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Table of contents (17 chapters)

  1. Front Matter

    Pages i-xvi
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Efficacy of a Classical and a Few Modified Machine Learning Algorithms in Forecasting Financial Time Series

      • Shilpa Amit Verma, G. T. Thampi, Madhuri Rao
      Pages 3-30

    3. Analysis of Facial Expression Recognition of Visible, Thermal and Fused Imaginary in Indoor and Outdoor Environment

      • Ravindra Patil, Kiran Chaudhari, S. N. Kakarwal, R. R. Deshmukh, D. V. Kurmude
      Pages 31-55

    4. AI—Assisted Chatbot for E-Commerce to Address Selection of Products from Multiple Products

      • Pathan Mohd Shafi, Gauri S. Jawalkar, Manasi A. Kadam, Rachana R. Ambawale, Supriya V. Bankar
      Pages 57-80

    5. A Novel Approach to Detect Microcalcification for Accurate Detection for Diagnosis of Breast Cancer

      • P. P. Patil, S. Kotrappa
      Pages 81-94

  3. Big Data

    1. Front Matter

      Pages 95-95
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    2. Ensemble Classifier for Praise or Complaint Classification and Visualization from Big Data

      • Sujata Khedkar, Subhash Shinde
      Pages 97-118

    3. Big Data & Disruptive Computing Platforms Braced Internet of Things: Facets & Trends

      • Naveenkumar Jayakumar, Dhanashri P. Joshi
      Pages 119-150

    4. Healthcare Information Technology for Rural Healthcare Development: Insight into Bioinformatics Techniques

      • Satya Narayan Sahu, Jagannath Panda, Rojalin Sahu, Tejaswini Sahoo, Shanta Chakrabarty, Subrat Kumar Pattanayak
      Pages 151-169

  4. Internet of Things

    1. Front Matter

      Pages 171-171
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    2. Green Internet of Things Schemes and Techniques for Adaptive Energy Saving in Emergency Services

      • Rachana Borawake-Satao, Rajesh Prasad
      Pages 173-188

    3. Risk-Driven Analytics for Banking IoT Strategy

      • F. Khanboubi, A. Boulmakoul
      Pages 189-215

    4. Unmanned Aerial Vehicle and IoT as Enabling Technologies for 5G: Frameworks, Applications and Challenges

      • R. Sokullu, M. A. Akkaş
      Pages 217-239

    5. Multi-criteria Decision Making for Routing Process in MANET

      • M. Deshmukh, S. N. Kakarwal, R. Deshmukh, D. V. Kurmude
      Pages 241-262

    6. Development of an IOT-Based Atmospheric Fine Dust Monitoring System

      • N. Kavitha, P. Madhumathy
      Pages 263-279

  5. Internet of Things Security

    1. Front Matter

      Pages 281-281
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    2. Toward Smart and Secure IoT Based Healthcare System

      • Smita Sanjay Ambarkar, Narendra Shekokar
      Pages 283-303

    3. Lightweight Secure Technology Future of Internet of Things

      • Aruna Gawade, Narendra Shekokar
      Pages 305-321

    4. Secure Data Transmission in Underwater Sensor Network: Survey and Discussion

      • Pooja A. Shelar, Parikshit N. Mahalle, Gitangali Shinde
      Pages 323-360
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Keywords

About this book

This book addresses a broad range of topics concerning machine learning, big data, the Internet of things (IoT), and security in the IoT. Its goal is to bring together several innovative studies on these areas, in order to help researchers, engineers, and designers in several interdisciplinary domains pursue related applications. It presents an overview of the various algorithms used, focusing on the advantages and disadvantages of each in the fields of machine learning and big data. It also covers next-generation computing paradigms that are expected to support wireless networking with high data transfer rates and autonomous decision-making capabilities. 


In turn, the book discusses IoT applications (e.g. healthcare applications) that generate a huge amount of sensor data and imaging data that must be handled correctly for further processing. In the traditional IoT ecosystem, cloud computing offers a solution for the efficient management of huge amounts of data, thanks to its ability to access shared resources and provide a common infrastructure in a ubiquitous manner. Though these new technologies are invaluable, they also reveal serious IoT security challenges. IoT applications are vulnerable to various types of attack such as eavesdropping, spoofing and false data injection, the man-in-the-middle attack, replay attack, denial-of-service attack, jamming attack, flooding attack, etc. These and other security issues in the Internet of things are explored in detail. 


In addition to highlighting outstanding research and recent advances from around the globe, the book reports on current challenges and future directions in the IoT. Accordingly, it offers engineers, professionals, researchers, and designers an applied-oriented resource to support them in a broad range of interdisciplinary areas. 

Editors and Affiliations

  • Techno India College of Technology, Kolkata, India

    Nilanjan Dey

  • Smt Kashibai Navale College of Engineering, Pune, India

    Parikshit. N. Mahalle, Pathan Mohd Shafi, Vinod V. Kimabahune

  • Department of Information Technology (IT), Cairo University, Giza, Egypt

    Aboul Ella Hassanien

Bibliographic Information

  • Book Title: Internet of Things, Smart Computing and Technology: A Roadmap Ahead

  • Editors: Nilanjan Dey, Parikshit. N. Mahalle, Pathan Mohd Shafi, Vinod V. Kimabahune, Aboul Ella Hassanien

  • Series Title: Studies in Systems, Decision and Control

  • DOI: https://doi.org/10.1007/978-3-030-39047-1

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2020

  • Hardcover ISBN: 978-3-030-39046-4Published: 15 February 2020

  • Softcover ISBN: 978-3-030-39049-5Published: 15 February 2021

  • eBook ISBN: 978-3-030-39047-1Published: 14 February 2020

  • Series ISSN: 2198-4182

  • Series E-ISSN: 2198-4190

  • Edition Number: 1

  • Number of Pages: XVI, 403

  • Number of Illustrations: 34 b/w illustrations, 146 illustrations in colour

  • Topics: Control and Systems Theory, Power Electronics, Electrical Machines and Networks

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