Research
- Communication Networks
- Cloud and Edge Computing
- Network Virtualization
- Software-defined Networking (SDN)
- Network Functions Virtualization (NFV)
- Internet of Vehicles (IoV)
- Containerization Technologies
- Evolutionary Algorithms
- AI/Machine Learning Applications
Publications
- K. Nguyen, W. Shi and M. St-Hilaire, “Dynamic Virtual Network Embedding Leveraging Neighborhood and Preceding Mappings Information,” in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2024.3443742. (IF: 6.1)
- K. Nguyen and C. Huang, “Toward Adaptive Joint Node and Link Mapping Algorithms for Embedding Virtual Networks: A Conciliation Strategy,” in IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 3323-3340, Sept. 2022, doi: 10.1109/TNSM.2022.3159479. (IF: 5.3)
- K. Nguyen, S. Drew, C. Huang and J. Zhou, “Parked Vehicles Task Offloading in Edge Computing,” in IEEE Access, vol. 10, pp. 41592-41606, 2022, doi: 10.1109/ACCESS.2022.3167641. (IF: 3.9)
- Nguyen, KTD, Huang, C. Distributed parallel genetic algorithm for online virtual network embedding. Int J Commun Syst. 2021; 34:e4691. https://doi.org/10.1002/dac.4691 (IF: 2.1)
- Lu, Q, Nguyen, K, Huang, C. Distributed parallel algorithms for online virtual network embedding applications. Int J Commun Syst. 2023; 36( 1):e4325. https://doi.org/10.1002/dac.4325 (IF: 2.1)
- Q. Lu, K. Nguyen, and C. Huang, “GAONE: A Novel Approach for Online One-Stage Virtual Functions Embedding,” Accepted by Journal of Networking and Network Applications.
- K. Nguyen, S. Drew, C. Huang and J. Zhou, “EdgePV: Collaborative Edge Computing Framework for Task Offloading,” ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, 2021, pp. 1-6, doi: 10.1109/ICC42927.2021.9500400. (Acceptance rate: 40.3%)
- K. Nguyen, Q. Lu and C. Huang, “Joint Node-Link Algorithm for Embedding Virtual Networks with Conciliation Strategy,” 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685037. (Acceptance rate: 39.6%)
- K. Nguyen, Q. Lu and C. Huang, “Joint Node-Link Embedding Algorithm based on Genetic Algorithm in Virtualization Environment,” 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Norman, OK, USA, 2021, pp. 1-5, doi: 10.1109/VTC2021-Fall52928.2021.9625390. (Acceptance rate: 55.9%)
- K. T. Nguyen, Q. Lu and C. Huang, “Rethinking Virtual Link Mapping in Network Virtualization,” 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), Victoria, BC, Canada, 2020, pp. 1-5, doi: 10.1109/VTC2020-Fall49728.2020.9348799. (Acceptance rate: 48.5%)
- K. Nguyen, S. Drew, C. Huang and J. Zhou, “Collaborative Container-based Parked Vehicle Edge Computing Framework for Online Task Offloading,” 2020 IEEE 9th International Conference on Cloud Networking (CloudNet), Piscataway, NJ, USA, 2020, pp. 1-6, doi: 10.1109/CloudNet51028.2020.9335809.
- K. Nguyen, Q. Lu and C. Huang, “Efficient Virtual Network Embedding with Node Ranking and Intelligent Link Mapping,” 2020 IEEE 9th International Conference on Cloud Networking (CloudNet), Piscataway, NJ, USA, 2020, pp. 1-5, doi: 10.1109/CloudNet51028.2020.9335801.
- K. Nguyen, W. Shi and M. St-Hilaire, “Online Resource Allocation in Internet of Vehicles Using Topology Attribute-Aware Genetic Algorithm,” 2024 International Wireless Communications and Mobile Computing (IWCMC), Ayia Napa, Cyprus, 2024, pp. 0513-0518, doi: 10.1109/IWCMC61514.2024.10592427. (Acceptance rate: 39%)
- K. Nguyen, W. Shi and M. St-Hilaire, “A Dynamic Vehicle-Ranking Approach for Online Virtual Network Embedding in Internet of Vehicles,” 2022 32nd International Telecommunication Networks and Applications Conference (ITNAC), Wellington, New Zealand, 2022, pp. 287-292, doi: 10.1109/ITNAC55475.2022.9998424.
- Nguyen, K., Shi, W., St-Hilaire, M. (2023). Cost-Aware Node Ranking Algorithm for Embedding Virtual Networks in Internet of Vehicles. In: Kambayashi, Y., Nguyen, N.T., Chen, SH., Dini, P., Takimoto, M. (eds) Artificial Intelligence for Communications and Networks. AICON 2022. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 477. Springer, Cham. https://doi.org/10.1007/978-3-031-29126-5_1
- K. T. D. Nguyen and C. Huang, “An Intelligent Parallel Algorithm for Online Virtual Network Embedding,” 2019 International Conference on Computer, Information and Telecommunication Systems (CITS), Beijing, China, 2019, pp. 1-5, doi: 10.1109/CITS.2019.8862072.
- Q. Lu, K. T. Nguyen and C. Huang, “A Novel One-stage Distributed Parallel Embedding for Virtualized Network Environment,” 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 395-400, doi: 10.1109/SMC42975.2020.9282829.
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