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Informationen zum Autor Ajay Pratap is an Assistant Professor in the Department of Computer Science and Engineering at the Indian Institute of Technology (BHU), Varanasi, India. Yashwant Singh Patel is a Postdoctoral Fellow in the Department of Computing Science in Umeå University, Sweden and an Assistant Professor with the Computer Science and Engineering Department (CSED) at Thapar Institute of Engineering & Technology, Punjab, India. Ram Narayan Yadav is an Assistant Professor in the Electrical and Computer Science Engineering department at the Institute of Infrastructure Technology Research and Management in Ahmedabad, India. Ali Ahmadian is a Senior Research Scientist at the Decisions Lab, Mediterranean University of Reggio Calabria, Italy and an Adjunct Professor with the Faculty of Engineering and Natural Sciences, Istanbul Okan University, Istanbul, Turkey. Ashok Kumar Yadav is an Assistant Professor in the Department of Information Technology at the Rajkiya Engineering College in Azamgarh, Uttar Pradesh, India. Klappentext Reimagine the future of healthcare with a deep dive into hyperscale computing and distributed networks In AI-Driven Smart Healthcare: Powered by Hyperscale Computing and Next Generation Networks, a team of distinguished researchers delivers an insightful and practical discussion of the healthcare applications of artificial intelligence and fog-enabled next-generation networks. The book provides practical insights and methodologies for the design, development, and deployment of these technologies throughout the healthcare industry. Readers will explore key areas of recent advancement, including the Internet of Things, fog computing, artificial intelligence, machine learning, serverless computing, and blockchain in a way that allows them to assess the feasibility and scalability of a variety of technological healthcare solutions. The book also includes: A thorough introduction to the integration of AI and fog computing into smart healthcare systemsComprehensive explorations of how these technologies enhance healthcare delivery, with examples like remote patient monitoring and advanced diagnostic modelsPractical discussions of the advantages, challenges, and potential solutions associated with AI and fog computingAn interdisciplinary focus for professionals working at the intersection of AI, machine learning, fog computing, and healthcare Perfect for researchers, practitioners, and other healthcare stakeholders, AI-Driven Smart Healthcare will also benefit technologists, educators, hospital administrators, and other professionals with an interest in the application of the latest technologies to recurrent and significant issues in the field of healthcare. Inhaltsverzeichnis Notes on Contributors xv Preface xvii Acknowledgments xix List of Abbreviations xxi Introduction xxv 1 Internet of Things, Edge, Fog, and Data Analytics in Smart Healthcare: Introduction, Benefits, and Challenges 1 1.1 Introduction 1 1.2 Use of Edge and Fog Computing for Healthcare Applications 3 1.2.1 Role of Edge Computing in Resource Management 7 1.3 Data Analytics in Healthcare Applications 8 1.3.1 Components of BDA 9 1.4 BDA Applications 10 1.5 Use Case Scenarios 13 1.6 Current Challenges and Future Directions 17 1.7 Future Direction: Opening Up Health Data for Research 19 1.8 Conclusion 20 2 Hyperscale Computing Paradigm in Healthcare 29 2.1 Introduction 29 2.2 The Evolution of Computing in Healthcare 30 2.3 What Is Hyperscale Cloud? 32 2.4 Components of Hyperscale Computing 32 2.5 Challenges of Hyperscale Computing in Healthcare 37 2.6 Hyperscale Data Centers 39 2.7 Tech Giants Playing a Role in Hyperscaling 40 2.8 Public Versus Private Hyperscale Clouds in Healthcare 42 2.9 Depth a...
