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My Research ⚛️
My key research interests include quantum cloud computing deep reinforcement learning quantum machine learning quantum optimisation algorithms quantum and post-quantum security
For research inquiries, review invitations, or collaboration opportunities, please contact me at [email protected] or [email protected]
For all other inquiries, kindly reach out via my personal email: [email protected]
📄 Selected Publications
📔 Journal articles
- Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, “QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing”, Future Generation Computer Systems (FGCS), vol. 154. Elsevier BV, pp. 281–300, May 2024, ISSN 0167-739X, DOI: 10.1016/j.future.2024.01.018
- Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, “iQuantum: A toolkit for modeling and simulation of quantum computing environments”, Software: Practice and Experience, Wiley, 2024, ISSN: 1097-024X, 1–31. DOI: 10.1002/spe.3331
- Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, and Rajkumar Buyya, “Quantum Cloud Computing: A Review, Open Problems, and Future Directions“, arXiv: 2404.11420 (Under Review)
📚 Book chapters
- Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, “QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management”, 2024, Quantum Computing – Principles and Paradigms, Elsevier (In Press)
- Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya, “Quantum Serverless Paradigm and Application Development using the QFaaS Framework”, 2024, Quantum Computing – Principles and Paradigms, Elsevier (In Press)
🎙️ Conference papers
- Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, “iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments“, Proceedings of the 2023 IEEE International Conference on Quantum Software (QSW 2023), Chicago, USA, July 2-8, 2023, DOI: 10.1109/QSW59989.2023.00013
- Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, “DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing”, the 17th IEEE International Conference on Cloud Computing (CLOUD 2024), Shenzhen, China, July 7-13, 2024, DOI: 10.1109/CLOUD62652.2024.00060
📦 Open-source Software
🧑🏻🏫 Academic Service
📔 Journal Reviewer
I’m a reviewer of the following journals from 2022 until now:
- IEEE Internet of Things Journal (IoT-J)
- Future Generation Computer Systems (Elsevier)
- Wireless Networks (Springer)
- Software: Practice and Experience (Wiley)
- Performance Evaluation (Elsevier)
🎙️Conference Reviewer
I’m a reviewer and program committee member of the following conferences:
- International Conference on High-Performance Big Data and Intelligent Systems (HDIS , Dec 10-11, 2022, Tianjin, China) – Reviewer
- Annual Modeling and Simulation Conference (ANNSIM, May 26-29, 2025),
Complutense University of Madrid, Spain – Technical Program Committee
