Intelligent Edge Computing for Cyber Physical Applications (Intelligent Data-centric Systems)

Hemanth, D. Jude (EDT)/ Gupta, Brij B. (EDT)/ Elhoseny, Mohamed (EDT)

Academic Press Inc（2023/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 254 p.
• 言語 ENG
• 商品コード 9780323994125
• DDC分類 005.758

Full Description

Intelligent Edge Computing for Cyber Physical Applications introduces state-of-the-art research methodologies, tools and techniques, challenges, and solutions with further research opportunities in the area of edge-based cyber-physical systems. The book presents a comprehensive review of recent literature and analysis of different techniques for building edge-based CPS. In addition, it describes how edge-based CPS can be built to seamlessly interact with physical machines for optimal performance, covering various aspects of edge computing architectures for dynamic resource provisioning, mobile edge computing, energy saving scenarios, and different security issues.

Sections feature practical use cases of edge-computing which will help readers understand the workings of edge-based systems in detail, taking into account the need to present intellectual challenges while appealing to a broad readership, including academic researchers, practicing engineers and managers, and graduate students.

Contents

1. Introduction to Recent Computing Paradigms
2. Supervised Machine Learning Techniques to Protect IoT Healthcare Environment against Cyber attacks
3. Design of A Novel Privacy Preservation Based Cyber Security System (PPCSS) Framework For Secure Medical Data Transactions In Cloud Storage
4. IOT based BIM Integrated Model for Natural Lighting Energy Management in Smart Homes
5. Privacy Preserving and Data sharing in Medical Cyber Physical System using Fog Computing
6. Secure Medical Image Storage and Retrieval for Internet of Medical Imaging Things Using Blockchain-Enabled Edge Computing
7. Lane Detection and Path Prediction in Autonomous Vehicle using Deep Learning
8. Intelligent Auto Pilot Fire Extinguishing Robot
9. Applicability of Edge Computing Paradigm for Covid-19 Mitigation
10. Design and Implementation of UWB based Cyber Physical System for Indoor Localization in Industries Environment
11. An Application of Intelligent Edge Computing and Machine Learning Algorithms in MBTI Personality Prediction
12. Techniques Applied to Increase Soil Fertility in smart Agriculture