Predictive Methods in Next-Generation Computing

R. Sathiyaraj, PhD is an assistant professor in the Department of Computer Science and Engineering at GITAM University. He has authored two books, served as lead editor for two books, and published five patents and over 20 articles in refereed journals and international conferences. His research interests include machine learning, big data analytics, and intelligent systems. Rajesh Kumar Dhanaraj, PhD is a professor at Symbiosis International University. He has contributed over 45 books on various technologies, 21 patents, and over 90 articles in various refereed journals and international conferences. His research interests include machine learning, cyber-physical systems, and wireless Sensor networks. K. Arun Kumar, PhD is an assistant professor in the Department of Computer Science and Engineering at GITAM University. He has contributed over 15 articles to various reputed journals. His research focuses on wireless networks, data mining, deep learning, and big data. Rutvij H. Jhaveri, PhD is an Associate Professor in the Department of Computer Science and Engineering at Pandit Deendayal Energy University. He has published more than 200 papers in a wide variety of areas in computer scienceand coedited four books. His research interests include software-defined networking, cybersecurity, and smart ecosystems. A. Mohamed Abbas, PhD works in the IT Department at the University of Technology and Applied Sciences, Sultanate of Oman. He has published 23 research articles in reputed international journals and presented 16 papers in international Conferences. Additionally, he has registered four patents, one of which was granted. His research is focused on artificial intelligence, big data, Internet of Things, and machine learning.

• Preface xv1 Introduction to Intelligent Computational Technologies 1C. Geetha, Sajithra S., S. Srijayanthi, B. Reena, I. Subha and Sreelakshmi N.2 Design of Smart and Sustainable Applications Using Intelligent Computational Techniques 23R. Rajitha Jasmine, Jhansi Ida, P. Rajesh, K.V. Sreelekha, N. BanuPriya and Dilli Babu M.3 Intelligent Predictive Analysis for Sustainable Global Development 47Rajalakshmi S., Swetha R., Vaishali N., P. Umaeswari, S. Senthil Kumar and S. D. Uma Mageswari4 Intelligent Transport System and Traffic Management Frameworks 65S. Srijayanthi, T. Sethukarasi, Sankar R., T. Ramesh, Nayana B. M. and S. Vijayakumar5 Internet of Things in Smart and Secure Applications Development‑Based Sustainability 83S. Vijayakumar, A. Thilagavathy, Sankar R., T. Ramesh, N. BanuPriya and S. Srijayanthi6 Modern Application for Smart Applications in Traffic Management 107S. Selvi, A. Jasmine Gilda, K.V. Sreelekha, N. Banu Priya, Sajithra S. and Lekshmi S. R.7 Artificial Intelligence and Deep Learning in Healthcare: Evaluation, Opportunities, Challenges and Future Prospects Technologies in Healthcare Systems 125Rakesh Ahuja, Gurpreet Kour Khalsa, Vijaita Kashyap, Himanshi Babbar, Ravi Kumar Sachdeva and G. S. Pradeep Ghantasala8 Heart CAP: Heart Disease Classification: Autoencoders and Principal Components 149Kerenalli Sudarshana, Vamsidhar Y. and Santhosh Kumar D. K.9 Application of Intelligent Computational Techniques in the Development of Smart Cities 175K. Kalaivani, S. Arun, K. Ulagapriya, A. Saritha, B. Shanthini and R. Rani Hemamalini10 Security and Privacy Issues in Data Processing with Predictive Models 193T. Sethukarasi, A. Thilagavathy, Balasubramanian M., R. Rajitha Jasmine, Shilpa Murali and Anusha S. L.11 SmartMed: A Blockchain‑Based Intelligent System for Managing Patient Data 207Swapnil Pawar, Yogesh Jadhav and Ashish Patel12 Trinity: A Blockchain‑Based Stablecoin Lending Protocol Using Decentralized Credit Default Swaps 233Shyam Mohan J. S., Akshit Vig, Parameswaran T., Kota Harsha Surya Abhishek and Sathiyaraj R.13 Renewable Energy Integration in Data Centers: Strategies and Challenges 271Esha Dhamija, Kamali Singla, Deepali Gupta, Vidhu Kiran and Sapna Juneja14 Optimizing Energy Efficiency in Computing Systems: An In‑Depth Exploration: Analytics for Sustainable Global Resources 289Esha Dhamija, Kamali Singla, Deepali Gupta, Sapna Juneja and Yonis GulzarAcknowledgment 303References 303About the Editors 309Index 313