Intelligent Edge Computing for Cyber Physical Applications

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. Introduces and provides reviews on cyber physical and edge computing systems, with different architectures and models needed to address sustainable solutions to social, environmental and economic applications Presents the different architectures of edge computing for building cyber physical systems with dynamic resource provisioning and security solutions Provides AI based perspectives to edge-based cyber physical systems with different algorithms and AI based security solutions Covers different case studies and applications in detail, with real-life examples and possible challenges that can be encountered Offers perspectives for the design, development and commissioning of intelligent edge-based cyber physical systems INDICE: 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 Environment11. An Application of Intelligent Edge Computing and Machine Learning Algorithms in MBTI Personality Prediction12. Techniques Applied  to Increase Soil Fertility in smart Agriculture

• ISBN: 978-0-323-99412-5
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 315
• Fecha Publicación: 01/02/2023
• Nº Volúmenes: 1
• Idioma: Inglés