E-Book, Englisch, 315 Seiten
Singh / Bonkra Quantum-Enhanced Cloud AI:The Next Frontier in Machine Learning and Deep Learning
1. Auflage 2026
ISBN: 979-8-89881-321-5
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
E-Book, Englisch, 315 Seiten
ISBN: 979-8-89881-321-5
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
Quantum-Enhanced Cloud AI: The Next Frontier in Machine Learning and Deep Learning presents a scholarly and comprehensive examination of the convergence of quantum computing, cloud infrastructure, and advanced artificial intelligence. As classical computing approaches approach their practical and physical limits, this volume positions quantum-enhanced cloud platforms as a transformative foundation for next-generation machine learning and deep learning systems.
The book systematically introduces core principles of quantum computing, cloud-based quantum architectures, and hybrid quantum-classical models, establishing a strong conceptual foundation before advancing to practical implementations. It critically examines quantum algorithms, error correction challenges, coherence limitations, and architectural considerations that shape the feasibility of Quantum AI. Through detailed case studies and comparative analyses, the book demonstrates how quantum machine learning techniques can outperform classical approaches in domains such as healthcare, bioinformatics, finance, cybersecurity, agriculture, smart cities, and Internet of Vehicles systems. Emerging topics including edge intelligence, quantum-enabled IoT, sustainable supply chains, and secure cloud-based healthcare frameworks are also explored.
Written in a rigorous yet accessible style, this reference work serves graduate students, researchers, and professionals seeking to understand both the theoretical underpinnings and real-world implications of quantum-enhanced AI. It offers valuable insights into the technological, industrial, and societal impact of this rapidly evolving field.
Key Features
· Comprehensive coverage of quantum computing principles and cloud-based AI architectures
· In-depth analysis of hybrid quantum-classical machine learning models and algorithms
· Comparative evaluation of quantum and classical AI approaches across multiple application domains
· Practical insights into implementation challenges, scalability, and security
· Forward-looking perspectives on the future of Quantum AI and intelligent computing systems.
Autoren/Hrsg.
Weitere Infos & Material
List of Contributors
| Aditi Dutta | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Akshit Patyal | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Aman Modgil | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Amanpreet Singh | Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India |
| Anil Kumar | Department of Computer Engineering and Technology, Guru Nanak Dev University, Amritsar, Punjab, India |
| Anupam Bonkra | Department of Computer Science and Engineering, Maharishi Markandeshwar (Deemed to be University), Mullana, Haryana, India |
| Arun Kumar Rana | Department of Computer Science and Engineering (CSE), Galgotias College of Engineering and Technology, Greater Noida, Uttar Pradesh, India |
| Bhawandeep Kaur | Department of Computer Engineering and Technology, Guru Nanak Dev University, Amritsar, Punjab, India |
| Davinder Kaur | Department of Computer Applications, Algoma University, Brampton Campus, Ontario, Canada |
| Gurpreet Singh | Department of Computer Engineering and Technology, Guru Nanak Dev University, Amritsar, Punjab, India |
| Harleen Kaur | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Harvinder Singh | Department of Mechanical Engineering, Chandigarh Engineering College-CGC Landran, Mohali, Punjab, India |
| Hatem Salem Abu Hamatta | Department of Applied Sciences, Al-Balqa Applied University, Aqaba, Jordan |
| Indu Bharti Jain | Department of Law, Maharishi Markandeshwar (Deemed to be University), Mullana, Haryana, India |
| Ishpreet Singh Virk | Department of Computer Science & Engineering, Chandigarh Engineering College (CEC) Landran, Mohali, Punjab, India |
| Jagdeep Singh Sappal | Department of Transport Engineering Deployment, Telus Corporation, Edmonton, Alberta, Canada |
| Jasjit Singh Samagh | Department of Computer Science and Engineering, Chaudhary Devi Lal University, Sirsa, Haryana, India |
| Jaspreet Kaur | School of Computer Science and Engineering, Lovely Professional University, Punjab, India |
| Jaspreet Singh | Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, India |
| Jaswinder Singh | Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India |
| Jyoti Jyoti | Department of Engineering and Technology, Guru Nanak Dev University, Regional Campus Jalandhar, Jalandhar, Punjab, India |
| Karan Sood | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Kashif Nisar | School of Arts and Sciences, The University of Notre Dame Australia, Sydney, New South Wales, Australia |
| Kirandeep Kaur | Department of Computer Engineering and Technology, Guru Nanak Dev University, Amritsar, Punjab, India |
| Komal Komal | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Kumari Sarita | Department of Computer Science, Guru Nanak Dev University, Amritsar, Punjab, India |
| Kunjana Mittal | Department of Law, Maharishi Markandeshwar University (deemed to be University), Mullana, Ambala, Haryana, India |
| Manish Sharma | Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, India |
| Manuraj Moudgil | Department of Computer Science and Engineering, Bhai Gurdas Institute of Engineering & Technology, Sangrur, Punjab, India |
| Megha Bhushan | Department of Computer Languages and Systems, University of Seville, Seville, Andalusia, Spain |
| Mohammad Tabrez Quasim | College of Computing and Information Technology, University of Bisha, Bisha, Asir, Saudi Arabia |
| Mustafa Ali Khan | Compunnel Software Group Inc, Compunnel Software Group Inc, Phoenix, Arizona, USA |
| Noor Adnan | Department of Computer Science, College of Science for Women, University of Baghdad, Baghdad, Iraq |
| Omar Mbrouk | Department of Nano-Chemistry and its Environmental Applications, Environmental Studies and Research Institute, University of Sadat City, Sadat City, Menofia, Egypt |
| Palwinder Singh | Department of Computer Science and Applications, BBK DAV College for Women, Amritsar, Punjab, India |
| Paramjot Kaur Sarao | Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, India |
| Pardeep Tiwana | Department of Computer Science and Engineering, CGC - College of Engineering, Mohali, Punjab, India |
| Parwinder Kaur Dhillon | Department of Computer Science, Guru Nanak Dev University, Regional Campus Jalandhar, Jalandhar, Punjab, India |
| Piyush Samant | Department of Data Science, Mirxes Labs Pte Ltd., Kuala Lumpur, Malaysia |
| Pratibha Pratibha | Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India |
| Preet Kamal Sharma | Department of Computer Applications, Post Graduate Government College for Girls, Chandigarh, Punjab, India |
| Pummy Dhiman | Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India |
| Ritu Ritu | Department of Computer Science & Engineering, Chandigarh College of Engineering- CGC Jhanjeri, Mohali, Punjab, India |
| Rupinder Singh | Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India |
| Sandeep Sood | Department Computer Science & Engineering, Guru Nanak Dev University, Amritsar, Punjab, India |
| Satinder Kaur | Department of Computer Engineering and Technology, Guru Nanak Dev University, Amritsar, Punjab, India |
| Satveer... |
