The Role of AI in Enhancing IoT-Cloud Applications / Ambika Nagaraj.

Format:

Book

Author/Creator:

Nagaraj, Ambika, author.

Language:

English

Subjects (All):

Artificial intelligence.

Cloud computing.

Internet of things.

Physical Description:

1 online resource (205 pages)

Edition:

First edition.

Place of Publication:

Singapore : Bentham Science Publishers Pte. Ltd., [2023]

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.

Contents:

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

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

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

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

Subject Index

Back Cover.

Notes:

Includes bibliographical references.

Description based on publisher supplied metadata and other sources.

Description based on print version record.

ISBN:

9789815165708

9815165704

OCLC:

1491308352