Architecture and Security Issues in Fog Computing Applications

Architecture and Security Issues in Fog Computing Applications
PDF
  • eBook:
    Architecture and Security Issues in Fog Computing Applications
  • Author:
    Sam Goundar, S. Bharath Bhushan, Praveen Kumar Rayani
  • Edition:
    -
  • Categories:
  • Data:
    August 12, 2019
  • ISBN:
    1799801950
  • ISBN-13:
    9781799801955
  • Language:
    English
  • Pages:
    236 pages
  • Format:
    PDF

Book Description
As the progression of the internet continues, society is finding easier, quicker ways of simplifying their needs with the use of technology. With the growth of lightweight devices, such as smart phones and wearable devices, highly configured hardware is in heightened demand in order to process the large amounts of raw data that are acquired. Connecting these devices to fog computing can reduce bandwidth and latency for data transmission when associated with centralized cloud solutions and uses machine learning algorithms to handle large amounts of raw data. The risks that accompany this advancing technology, however, have yet to be explored.

Architecture and Security Issues in Fog Computing Applications is a pivotal reference source that provides vital research on the architectural complications of fog processing and focuses on security and privacy issues in intelligent fog applications. While highlighting topics such as machine learning, cyber-physical systems, and security applications, this publication explores the architecture of intelligent fog applications enabled with machine learning. This book is ideally designed for IT specialists, software developers, security analysts, software engineers, academicians, students, and researchers seeking current research on network security and wireless systems.

Content

Chapter 1. Fog Resource Allocation Through Machine Learning Algorithm
Chapter 2. A Novel Resource Management Framework for Fog Computing by Using Machine Learning Algorithm
Chapter 3. Security Issues in Fog Computing for Internet of Things
Chapter 4. Analysis of Identity-Based Cryptography in Internet of Things (IoT)
Chapter 5. Cloud Security Architecture Based on Fully Homomorphic Encryption
Chapter 6. Object Detection in Fog Computing Using Machine Learning Algorithms
Chapter 7. Distributed Intelligence Platform to the Edge Computing
Chapter 8. Internet of Things and Fog Computing Applications in Intelligent Transportation Systems
Chapter 9. Agribot
Chapter 10. Towards Efficient Resource Management in Fog Computing: A Survey and Future Directions

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