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The Role of AI in Enhancing IoT-Cloud Applications.

Nagaraj, Ambika.
2023
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Title
The Role of AI in Enhancing IoT-Cloud Applications.
Author
Nagaraj, Ambika.
Edition
1st ed.
ISBN
9789815165708
9789815165715
Published
Sharjah : Bentham Science Publishers, 2023.
Copyright
©2023.
Language
English
Description
1 online resource (205 pages).
Summary
This book explores the dynamic intersection of three cutting-edge technologies--Artificial Intelligence (AI), Internet of Things (IoT), and Cloud Computing--and their profound impact on diverse domains. Beginning with an introduction to AI and its challenges, it delves into IoT applications in fields like transportation, industry 4.0, healthcare, and agriculture. The subsequent chapter explores AI in the cloud, covering areas such as banking, e-commerce, smart cities, healthcare, and robotics. Another section investigates the integration of AI and IoT-Cloud, discussing applications like smart meters, smart cities, smart agriculture, smart healthcare, and smart industry. Challenges like data privacy and security are examined, and the future direction of these technologies, including fog computing and quantum computing, is explored. The book concludes with use cases that highlight the real-world applications of these transformative technologies across various sectors. Each chapter is also supplemented with a list of scholarly references for advanced readers.The book is intended primarily as a resource for students in information technology and technology courses. And as a secondary resource for industry professionals who want to learn about these technologies in the context of digital transform.
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The Role of AI in Enhancing IoT-Cloud Applications
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Cover
Title
Copyright
End User License Agreement
Contents
Foreword I
FOREWORD II
FOREWORD III
Foreword II
Foreword III
Preface
Introduction to Artificial Intelligence
1.1. INTRODUCTION
1.2. BACKGROUND
1.2.1. Medicine
1.2.2. Education
1.2.3. Engineering
1.3. WORKING OF ARTIFICIAL INTELLIGENCE
1.4. ISSUES AND CHALLENGES FACED BY AI
1.4.1. Legal Issues
1.4.2. Building Trust
1.4.3. Software Malfunction
1.4.4. AI-human Interface
1.4.5. Productivity
1.5. OVERVIEW OF THE BOOK
CONCLUSION
REFERENCES
Internet of Things (IoT) with AI
2.1. INTRODUCTION
2.2. ARCHITECTURE AND WORKING OF IOT-AI
2.3. APPLICATIONS OF IOT-AI
2.3.1. Smart Transportations
2.3.2. Industry 4.0
2.3.3. Healthcare Applications
2.3.4. Environmental Monitoring
2.3.5. Agricultural Applications
2.3.6. Smart Grids
2.4. CHALLENGES OF IOT-AI
2.4.1. Compatibility
2.4.2. COMPLEXITY
2.4.3. PRIVACY AND SAFETY
2.4.4. ETHICAL AND LEGAL ISSUES
2.5. FUTURE DIRECTIONS OF IOT-AI
2.5.1. Assisted Intelligence
2.5.2. Augmented Intelligence
2.5.3. Autonomous Intelligence
CONCLUSION
REFERENCES
Cloud with AI
3.1. INTRODUCTION
3.2. AI CLOUD INFRASTRUCTURE
3.3. APPLICATIONS OF CLOUD-AI
3.3.1. Banking
3.3.2. E-Commerce
3.3.3. Smart City
3.3.4. Healthcare
3.3.5. Robotics
3.4. CHALLENGES OF CLOUD-AI
3.4.1. Resource Management
3.4.2. Fault Tolerance
3.4.3. Security and Privacy
3.4.4. Serverless Computing
3.4.5. Data Processing
3.5. FUTURE DIRECTIONS OF CLOUD-AI
3.5.1. Edge Computing
3.5.2. Distributed Ledger
3.5.3. Cryptocurrency
3.5.4. Supporting Analytics
CONCLUSION
REFERENCES
Integration of AI and IoT-cloud
4.1. INTRODUCTION
4.2. CHARACTERISTICS OF INTEGRATION
4.2.1. Ubiquitous Sensing.

4.2.2. Virtual Maintenance
4.2.3. Service-oriented Provision
4.2.4. Efficient Collaboration and Seamless Integration
4.2.5. Knowledge-intensive Approach
4.3. APPLICATIONS OF AI AND IOT-CLOUD
4.3.1. Smart Meters
4.3.2. Smart Cities
4.3.3. Smart Agriculture
4.3.4. Smart Healthcare
4.3.5. Smart Industry
4.4. CHALLENGES OF AI AND IOT-CLOUD
4.4.1. Data Privacy and Security
4.4.2. Quality of Service
4.4.3. Context Awareness
4.4.4. Security and Compliance
4.4.5. Quick Response Times
4.4.6. Enhancements in Current BI Software Solutions
4.5. FUTURE OF AI AND IOT-CLOUD
4.5.1. Fog Computing
4.5.2. Quantum Computing
4.5.3. Software-defined Networks
4.5.4. Business Data Analytics
4.5.5. Data Science
CONCLUSION
REFERENCES
Use Cases
5.1. INTRODUCTION
5.2. USE CASES OF IOT-AI
5.3. USE CASES OF CLOUD-AI
5.4. USE CASES OF AI AND IOT-CLOUD
CONCLUSION
REFERENCES
Subject Index
Back Cover.

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