Full CV
NGUYEN NGOC HUNG
Lecturer
M.Sc. (Electrical and Information Engineering Hanyang University, 2024)
B.Sc. (Computational Chemistry Engineering Hanoi University of Science and Technology (HUST), Vietnam, 2018)
RESEARCH INTERESTS
SELECTED PUBLICATIONS
- H. Nguyen, V.-D. Nguyen, A. T. Nguyen, N. V. Thieu, H. N. Nguyen, and S. Chatzinotas, “Deadline-aware joint task scheduling and offloading in mobile-edge computing systems,” IEEE Internet of Things Journal, vol. 11, no. 14, pp. 33282–33295, Jul. 2024, doi: 10.1109/JIOT.2024.3425854.
- V. Thieu, N. H. Nguyen, and A. A. Heidari, “Feature selection using metaheuristics made easy: Open source MAFESE library in Python,” Future Generation Computer Systems, vol. 160, pp. 340–358, 2024, doi: 10.1016/j.future.2024.06.006.
- V. Thieu, N. H. Nguyen, M. Sherif, A. El-Shafie, and A. N. Ahmed, “Integrated metaheuristic algorithms with extreme learning machine models for river streamflow prediction,” Scientific Reports, vol. 14, 2024.
- C. Dao, N. C. Luong, N. H. Nguyen, X. Li, D. Niyato, and D. I. Kim, “Multi-hop routing for IoT-based digital twin: Novel metaheuristic approaches,” IEEE Internet of Things Journal, vol. XX, no. XX, pp. pending, 2025. (accepted)
- H. Nguyen, N. V. Thieu, S. H. Wanasekara, V.-D. Nguyen, Q.-T. Luu, N. C. Luong, and A. T. Nguyen, “Oranits: Autonomous control and task allocation in ITS integrating MEC and Open RAN using metaheuristic and deep reinforcement learning,” submitted to IEEE Transactions on Intelligent Transportation Systems, under review, 2025.
- H. Wanasekara, H. H. Dung, N. H. Nguyen, and V.-D. Nguyen, “Lossy compression of multi-channel EEG and PPG signals based on Golomb-Rice coding with parameter estimation,” in Proc. 2024 Int. Conf. Advanced Technologies for Communications (ATC), 2024.
- H. Nguyen, N. V. Thieu, M.-H. Pham, and V.-D. Nguyen, “Adaptive task scheduling under hard deadlines in edge environments using deep reinforcement learning,” in Proc. Int. Technical Conf. on Circuits/Systems, Computers and Communications (ITC-CSCC), 2025. (accepted)
- H. Nguyen, S.-W. Jeon, and K. Gao, “Job scheduling with deadline constraints,” Patent No. 10-2023-0035648, submitted to Patent Office, filed Mar. 20, 2023. Grant and publication pending.
- H. Nguyen, Offloading under Hardline in Mobile Edge Computing, 2024. (Thesis)
- H. Nguyen, N. V. Thieu, Q.-T. Luu, V.-P. Son, and V.-D. Nguyen, “A metaheuristic approach for mission assignment and task offloading in Open RAN-enabled intelligent transport systems,” submitted to Proc. IEEE Global Communications Conference (GLOBECOM), under review, 2025.
- -T. Luu, D.-M. Tran, M.-T. Nguyen, M. Kieffer, D. T. Hoang, V.-D. Nguyen, M. T. Le, and N. H. Nguyen, “Network slicing with flexible configuration: A reinforcement learning approach,” submitted to Proc. IEEE Global Communications Conference (GLOBECOM), under review, 2025.
PROFESSIONAL CERTIFICATIONS
N/A
COURSES TAUGHT
15 Floor, A9 Building
Phenikaa University
Nguyen Van Trac, Yen Nghia
Ha Noi, Viet Nam