Thông tin chuyên gia
Quá trình Công tác
Thời gian
Cơ quan
Vị trí
Đề tài
| Tên đề tài | Cấp | Vai trò | Năm |
|---|
Tạp chí
| Tên bài báo | Loại | Tạp chí | Tác giả |
|---|---|---|---|
| Decentralized Operation of Multiple Federated Learning Services in Multi-access Edge Computing. | Bài báo | Korea Computer Congress (Best paper awards). Số: 2020. Trang: 1-3. Năm 2020. | Tác giả: Minh N. H. Nguyen, Huy Q. Le, and Choong Seon Hong |
| Server Provisioning and User Association in Multi-Site Multi-access Edge Computing. | Bài báo | Korea Computer Congress 2018. Số: KCC 2018. Trang: 1-3. Năm 2018. | Tác giả: Minh N. H. Nguyen, Nguyen H. Tran and Choong Seon Hong |
| Optimization Design Model for Decentralized Learning in Wireless Networks. | Bài báo | Korea Software Congress. Số: KSC 2018. Trang: 1-3. Năm 2018. | Tác giả: Minh N. H. Nguyen and Choong Seon Hong |
| Deep Reinforcement Learning based Smart Building Energy Management. | Bài báo | Korea Computer Congress 2017. Số: 2017. Trang: 1~3. Năm 2017. | Tác giả: Minh N. H. Nguyen, Tuyen Le Pham, Nguyen H. Tran and Choong Seon Hong |
| Sharing of Backup Power Supply of Co-located Multi-Operator Sites in Wireless Networks. | Bài báo | (Best paper awards) Korea Computer Conference. Số: 2017. Trang: 1 ~ 3. Năm 2017. | Tác giả: Minh N. H. Nguyen, Chuan Pham, Nguyen H. Tran and Choong Seon Hong |
| A Markov Approximation Based Approach for VNF Scheduling. | Bài báo | Korea Computer Conference (Best paper award). Số: 2017. Trang: 1 ~ 3. Năm 2017. | Tác giả: Chuan Pham, Minh N. H. Nguyen, Choong Seon Hong |
| A Markov Approximation-Based Approach for Network Service Chain Embedding. | Bài báo | Journal of Korean Institute of Information Scientists and Engineers (JOK) - July 2017. Số: 2017. Trang: 1 ~ 6. Năm 2017. | Tác giả: Chuan Pham, Minh N.H. Nguyen, and Choong Seon Hong |
| Cooperative Detection of Moving Source Signals in Sensor Networks. | Bài báo | Journal of Korean Institute of Information Scientists and Engineers (JOK) (Best Paper Awards). Số: Vol.44, No.7. Trang: 726-732. Năm 2017. | Tác giả: Minh N.H. Nguyen, Chuan Pham, and Choong Seon Hong |
| Time Varying Resource Allocation in Network Function. | Bài báo | Korea Computer Congress 2017 (Best Papers). Số: 2017. Trang: 1~3. Năm 2017. | Tác giả: Chuan Pham, Minh N.H. Nguyen, Choong Seon Hong |
| Markov Approximation Based Approach for Network Service Chain Embedding. | Bài báo | (Best paper awards) Conference KIISE 2016, Hàn Quốc. Số: 2016. Trang: 1~3. Năm 2016. | Tác giả: Chuan Pham, Minh N.H. Nguyen, Choong Seon Hong |
| Online Clustering for News Recommender System. | Bài báo | Korea Computer Conference 2016, Hàn Quốc. Số: KCC 2016. Trang: 1 ~ 3. Năm 2016. | Tác giả: Minh N.H. Nguyen and Choong Seon Hong |
| Cooperative Detection of Moving Source Signal in Sensor Network. | Bài báo | (Best paper awards) Conference KIISE 2016, Hàn Quốc. Số:. Trang: 1~3. Năm 2016. | Tác giả: Minh N.H. Nguyen, Chuan Pham, and Choong Seon Hong |
| Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation. | Article | IEEE/ACM Transactions on Networking. No: vol. 29, no. 1. Pages: 398-409. Year 2021. | Authors: Canh Dinh, Nguyen H. Tran, Minh N. H. Nguyen, Choong Seon Hong, Wei Bao, Albert Zomaya, Vincent Gramoli |
| An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. | Article | IEEE Transactions on Wireless Communications. No: March. Pages: 1-14. Year 2021. | Authors: Le, Tra Huong Thi, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, and Choong Seon Hong |
| Edge-assisted Democratized Learning Towards Federated Analytics. | Article | IEEE Journal of Things. No: June. Pages: 1-15. Year 2021. | Authors: Shashi Raj Pandey, Minh N. H. Nguyen, Tri Nguyen Dang, Kyi Thar, Nguyen H. Tran, Zhu Han, Choong Seon Hong |
| Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. | Article | IEEE Transactions on Mobile Computing. No: June. Pages: 1-13. Year 2021. | Authors: Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong |
| Distributed and Democratized Learning: Philosophy and Research Challenges. | Article | IEEE Computational Intelligence Magazine. No: vol. 16, no. 1. Pages: 49-62. Year 2021. | Authors: Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong |
| Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism. | Article | IEEE Communications Magazine. No: Vol.58, Issue 10. Pages: 88-93. Year 2020. | Authors: Latif U. Khan, Nguyen H. Tran, Shashi Raj Pandey, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong |
| Let's Share The Resource When We're Co-located: Colocation Edge Computing. | Article | IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2020.2982679. No: Vol.69, Issue 5. Pages: 5634-5646. Year 2020. | Authors: Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim, Nguyen H. Tran, Choong Seon Hong |
| Federated Learning over Wireless Networks: Optimization Model Design and Analysis. | Article | IEEE International Conference on Computer Communications (IEEE INFOCOM), DOI: 10.1109/INFOCOM.2019.8737464. No: Apr. Pages: 1-9. Year 2019. | Authors: Nguyen H. Tran, Wei Bao, Albert Zomaya, Minh N. H. Nguyen, Choong Seon Hong |
| Joint User Association and Server Scaling in Multi-access Edge Computing. | Article | Asia-Pacific Network Operations and Management Symposium (APNOMS), DOI: 10.23919/APNOMS.2019.8893056. No: Sep. Pages: 1~4. Year 2019. | Authors: Minh N. H. Nguyen, Chit Wutyee Zaw, Kitae Kim, Choong Seon Hong |
| Multi-Operator Backup Power Sharing in Wireless Base Stations. | Article | IEEE/IFIP Network Operations and Management Symposium, DOI: 10.1109/NOMS.2018.8406244. No: Apr. Pages: 1~9. Year 2018. | Authors: Minh N. H. Nguyen, Nguyen H. Tran, Mohammad A. Islamy, Chuan Pham, Shaolei Reny, Choong Seon Hong |
| Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers. | Article | IEEE Transactions on Wireless Communications, DOI: 10.1109/TWC.2017.2789195. No: Vol.17, No.3. Pages: 2080-2093. Year 2018. | Authors: Minh N. H. Nguyen, Nguyen H. Tran, Mohammad A. Islam, Chuan Pham, Shaolei Ren, Choong Seon Hong |
| Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings. | Article | IEEE Transactions on Smart Grid, DOI: 10.1109/TSG.2016.2639033. No: Vol.9, No.4. Pages: 3701- 3715. Year 2018. | Authors: Nguyen H. Tran, Chuan Pham, Minh N. H. Nguyen, Shaolei Ren, Choong Seon Hong |
| Slicing the Edge: Resource Allocation for RAN Network Slicing. | Article | IEEE Wireless Communications Letters, DOI: 10.1109/LWC.2018.2842189. No: Vol. 7, No. 6. Pages: 970 - 973. Year 2018. | Authors: Phuong Luu Vo, Minh N. H. Nguyen, Tuan Anh Le, Nguyen H. Tran |
| Outliers Detection and Correction for Cooperative Distributed Online Learning in Wireless Sensor Network. | Article | The 31st International Conference on Information Networking (ICOIN 2017), DOI: 10.1109/ICOIN.2017.7899457. No: Jan. Pages: 349-353. Year 2017. | Authors: Minh N. H. Nguyen, Chuan Pham, Nguyen H. Tran, and Choong Seon Hong. |
| Multi-stage Stackelberg Game Approach for Colocation Datacenter Demand Response. | Article | Asia-Pacific Network Operations and Management Symposium (APNOMS), DOI: 10.1109/APNOMS.2017.8094193. No: Sep. Pages: 1 ~ 6. Year 2017. | Authors: Minh N. H. Nguyen, DoHyeon Kim, Nguyen H. Tran, Choong Seon Hong |
| A Multiple Federated Learning Services Orchestrator in Edge Computing. | Bài báo | Korea Software Congress (Best paper awards). Số: 2019. Trang: 1-3. Năm 2019. | Tác giả: Minh N. H. Nguyen and Choong Seon Hong |
| Joint Bandwidth Allocation and Server Scaling for Colocation Edge Computing. | Bài báo | Korea Computer Congress (KCC 2019). Số: 2019. Trang: 1~3. Năm 2019. | Tác giả: Minh N. H. Nguyen and Choong Seon Hong |
| Online Learning-based Clustering Approach for News Recommendation Systems. | Article | Asia-Pacific Network Operations and Management Symposium 2016 (APNOMS), DOI: 10.1109/APNOMS.2016.7737269. No: Oct. Pages: 1 ~ 4. Year 2016. | Authors: Minh N. H. Nguyen, Chuan Pham, Jaehyeok Son, and Choong Seon Hong |
| Self-organizing democratized learning: Towards large-scale distributed learning systems. | Article | IEEE Transactions on Neural Networks and Learning Systems | Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang, Eui-Nam Huh, Nguyen H. Tran, Walid Saad, Choong Seon Hong |
Tạp chí
| Hình thức | Năm |
|---|---|
| Bằng khen của Chủ tịch UBND thành phố Đà Nẵng (theo Quyết định số 791/QĐ-UBND ngày 17 tháng 4 năm 2023) cho các tác giả và nhóm tác giả có bài báo khoa học được công bố trên các tạp chí khoa học uy tín. | 2023 |
Sở hữu trí tuệ
Ngoại ngữ
Ngoại ngữ
Trình độ
Anh văn
Toeic 825
Kinh nghiệm
Hội đồng
Cấp
Vai trò