Applied Edge AI: Concepts, Platforms, and Industry Use Cases
Editat de Pethuru Raj, G. Nagarajan, R.I. Minuen Limba Engleză Hardback – 6 apr 2022
Applied Edge AI: Concepts, Platforms, and Industry Use Cases focuses on the technologies, processes, systems, and applications that are driving this evolution. It examines the implementation technologies; the products, processes, platforms, patterns, and practices; and use cases. AI-enabled chips are exclusively used in edge devices to accelerate intelligent processing at the edge. This book examines AI toolkits and platforms for facilitating edge intelligence. It also covers chips, algorithms, and tools to implement Edge AI, as well as use cases.
FEATURES
- The opportunities and benefits of intelligent edge computing
- Edge architecture and infrastructure
- AI-enhanced analytics in an edge environment
- Encryption for securing information
- An Edge AI system programmed with Tiny Machine learning algorithms for decision making
- An improved edge paradigm for addressing the big data movement in IoT implementations by integrating AI and caching to the edge
- Ambient intelligence in healthcare services and in development of consumer electronic systems
- Smart manufacturing of unmanned aerial vehicles (UAVs)
- AI, edge computing, and blockchain in systems for environmental protection
- Case studies presenting the potential of leveraging AI in 5G wireless communication
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Specificații
ISBN-13: 9780367702366
ISBN-10: 0367702363
Pagini: 328
Ilustrații: 5 Tables, black and white; 117 Line drawings, black and white; 117 Illustrations, black and white
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.59 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
ISBN-10: 0367702363
Pagini: 328
Ilustrații: 5 Tables, black and white; 117 Line drawings, black and white; 117 Illustrations, black and white
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.59 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
Cuprins
1. Edge Computing: Opportunities and Challenges 2. Demystifying the Edge AI Paradigm 3. Big Data Driven Edge-Cloud Collaboration for Cloud Manufacturing with SDN Technologies 4. Artificial Intelligence in 5G and Beyond Networks 5. An Application Oriented Study of Security Threats and Countermeasures in Edge Computing-Assisted Internet of Things 6. Edge AI for Industrial IoT Applications 7. Edge AI: From the Perspective of Predictive Maintenance 8. Unlocking the Potential of AI-Powered Block Chain Technology in Environment Sustainability and Social Good 9. UAV-Based Smart Wing Inspection System 10. Edge AI-Based Ariel Monitoring 11. Object Detection in Edge Environment: A Comparative Study of Algorithms and Use-Cases 12. Ambient Intelligence: An Emerging Innovation of Sensing and Service Systems
Notă biografică
Dr. Pethuru Raj Chelliah is the chief architect in the Site Reliability Engineering (SRE) division of Reliance Jio Infocomm Ltd. (RJIL), Bangalore, India.
Dr. G. Nagarajan is a professor at the Department of Computer Science and Engineering, School of Computing, Sathyabama Institute of Science and Technology, Chennai, India.
Dr. R. I. Minu is an associate professor at the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, India.
Dr. G. Nagarajan is a professor at the Department of Computer Science and Engineering, School of Computing, Sathyabama Institute of Science and Technology, Chennai, India.
Dr. R. I. Minu is an associate professor at the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Kattankulathur, India.
Descriere
Enterprises are evolving into real-time digital organizations. This book focuses on the technologies, processes, systems, and applications that are driving this evolution. It examines the implementation technologies, the products, processes, platforms, patterns, and practices, and use cases.