Quantum-Enhanced Cloud AI: The Next Frontier in Machine Learning and Deep Learning

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

Target Readership:

Computer science and AI engineering graduates; Researchers and professionals in software development and AI implementation roles.

Editor(s):

Satveer Kour
Department of Computer Engineering and Technology
Guru Nanak Dev University
Amritsar, Punjab
India

Harvinder Singh
Department of Mechanical Engineering
Chandigarh Engineering College-CGC, Mohali
Punjab
India

Anupam Bonkra
Department of Computer Science and Engineering
Maharishi Markandeshwar (Deemed to be University)
Mullana, Haryana
India

Rupinder Singh
Chitkara University Institute of Engineering and Technology
Chitkara University
Rajpura, Punjab
India

Contributor(s):

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
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 Kour
Department of Computer Engineering and Technology
Guru Nanak Dev University
Amritsar, Punjab
India

Sayed Abid Hussain
Department of Computer Science and Engineering
Bakhtar University
Kabul
Afghanistan

Sheetal Kalra
Department of Engineering and Technology
Guru Nanak Dev University, Regional Campus Jalandhar
Jalandhar, Punjab
India

Sudha Sudha
Department of Computer Applications
Gian Jyoti institute of Management and technology
Chandigarh, Punjab
India

Suman Devi
Department of Computer Science and Engineering
Chaudhary Devi Lal University
Sirsa, Haryana
India

Sumit Kumar
Department of Computer Science and Engineering
Maharishi Markandeshwar (Deemed to be University)
Mullana, Haryana
India

Sunil Kumar Chawla
Chitkara University Institute of Engineering and Technology
Chitkara University
Rajpura, Punjab
India

Sunny Sharma
Department of Computer Science And Applications
Hindu College, Affiliated to Guru Nanak Dev University
Amritsar, Punjab
India

Vineeta Gulati
Department of Computer Science and Engineering (CSE)
Maharishi Markandeshwar (Deemed to be University)
Mullana, Haryana
India

Zaki Ahmad Khan
Department of Computer Science
University of Worcester
Worcester
United Kingdom

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