My Research ⚛️
For research inquiries, review invitations, or collaboration opportunities, please contact me at Hoa.Nguyen@csiro.au
For all other inquiries, kindly reach out via my personal email: hoa@hoaio.com
Short Bio: Dr Hoa Nguyen is a Research Scientist in the Quantum Systems Team at CSIRO, Australia's national science agency. His expertise lies at the intersection of quantum computing, artificial intelligence, and cloud computing (QuantumAI.Cloud), with research interests in quantum software engineering, quantum machine learning applications, and AI-driven optimisation for resource orchestration in distributed quantum computing systems.
Hoa is leading quantum software systems development for Australia's National Quantum Computing Testbed (NQCT) in collaboration with the University of Queensland and quantum industry partners. He completed his PhD at the qCLOUDS Lab, University of Melbourne, focusing on serverless and reinforcement learning-based resource management for quantum cloud computing, and holds bachelor's and master's degrees from the University of Information Technology, Vietnam National University (UIT-HCM). He has over eight years of teaching experience in Vietnam and Australia, and he works with national and international partners to advance scalable quantum computing architectures and software systems that support Australia's growing quantum ecosystem.
📄 Selected Publications
📔 Journal Articles
Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya
"QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning"
ACM Transactions on Quantum Computing (TQC), March 2026
DOI: 10.1145/3799898Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya
"QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing"
Future Generation Computer Systems (FGCS), Volume 154, Pages: 281-300, May 2024
DOI: 10.1016/j.future.2024.01.018Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya
"iQuantum: A toolkit for modeling and simulation of quantum computing environments"
Software: Practice and Experience (SPE), Volume 54, Issue 6, Pages: 1141-1171, June 2024
DOI: 10.1002/spe.3331Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, and Rajkumar Buyya
"QuCloudRL: Towards Quantum Reinforcement Learning for Cloud Resource Management"
IEEE Transactions on Quantum Engineering (TQE), 2024
DOI: 10.1109/TQE.2024
📝 Conference Papers
Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya
"QCOEM: Quantum Cloud Orchestration with Evolutionary Multi-Objective Optimization"
IEEE 19th International Conference on Cloud Computing (CLOUD 2026), 2026
Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya
"Quantum-assisted Federated Learning for Resource Management"
IEEE International Conference on Quantum Computing and Engineering (QCE), 2025