Nguyen H. Tran

Nguyen H. Tran 

Trần Hoàng Nguyên (in Vietnamese)
Senior Lecturer
School of Computer Science
The University of Sydney

Contact

Room 428, J12 Building, The University of Sydney
1 Cleveland Street, NSW 2006
E-mail: nguyen.tran@sydney.edu.au

News

Research Topics and Selected Publications (Full Publications)

  • Machine Learning in Networks

  1. Amjad Ali, Muhammad Ejaz Ahmed, Farman Ali, Nguyen H. Tran, Dusit Niyato, Sangheon Pack, "NOn-parametric Bayesian channEls cLustering (NOBEL) Scheme for Wireless Multimedia Cognitive Radio Networks,’’ IEEE Journal on Selected Areas in Communications (special issue on Machine Learning in Wireless Communications), (in press)

  2. Nguyen H. Tran, Wei Bao, Albert Zomaya, Minh N.H. Nguyen, Choong Seon Hong, “Federated Learning over Wireless Networks: Optimization Model Design and Analysis”, IEEE INFOCOM 2019, Paris, France, April 2019.

  3. Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Hong, Choong Seon Hong, "When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach,’’ IEEE Internet of Things Journal, (in press)

  4. Kyi Thar, Nguyen H. Tran, Than Zin Oo, Choong Seon Hong, ‘‘DeepMEC: Mobile Edge Caching Using Deep Learning,’’ IEEE Access, Vol.6, Issue 1, pp.78260-78275, December 2018.

  • Fog/Edge Computing

  1. Chuan Pham, Nguyen Luong Anh Tuan, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, “Phishing-Aware: A Neuro-Fuzzy Approach for Anti-Phishing on Fog Networks,” IEEE Transactions on Network and Service Management, (in press)

  2. Anselme Ndikumana, Nguyen H. Tran, Tai Manh Ho, Zhu Han, Walid Saad, Dusit Niyato, Choong Seon Hong, "Joint Communication, Computation, Caching, and Control in Big Data Multi-access Edge Computing,’’ IEEE Transactions on Mobile Computing, (in press)

  3. Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, S. M. Ahsan Kazmi, Nguyen H. Tran, Dusit Niyato, and Choong Seon Hong, “Resource Allocation for Ultra-reliable and Enhanced Mobile Broadband IoT Applications in Fog Network,” IEEE Transactions on Communications, (in press)

  4. Minh N.H. Nguyen, Nguyen H. Tran, Chuan Pham, Mohammad A. Islam, Shaolei Ren, Choong Seon Hong, “Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers,” IEEE Transactions on Wireless Communications, (in press).

  • Network Function Virtualization

  1. Chuan Pham, Nguyen H. Tran, Choong Seon Hong, "Virtual Network Function Scheduling: A Matching Game Approach,’’ IEEE Communications Letters, (in press).

  2. Chuan Pham, Nguyen H. Tran, Shaolei Ren, Walid Saad, Choong Seon Hong, “Traffic-aware and Energy-efficient NFV placement for Service Chaining: Joint Sampling and Matching Approach”, IEEE Transactions on Services Computing, (in press).

  • 5G Wireless Networks (Wireless Virtualization, Network Slicing, D2D, LTE-U, NOMA)

  1. Phuong Luu Vo, Minh N. H. Nguyen, Tuan Anh Le, Nguyen H. Tran, “Slicing the Edge: Resource Allocation for RAN Network Slicing,” IEEE Wireless Communications Letters, (in press).

  2. Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Nguyen H. Tran, Dusit Niyato and Choong Seon Hong, “QoE-Enabled Unlicensed Spectrum Sharing in 5G: A Game-Theoretic Approach,” IEEE Access, (in press)

  3. Tai Manh Ho, Nguyen H. Tran, Long Bao Le, Zhu Han, S.M Ahsan Kazmi and Choong Seon Hong, “Network Virtualization with Energy Efficiency Optimization for Wireless Heterogeneous Networks,” IEEE Transactions on Mobile Computing, (in press)

  4. S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Zhu Han, Tai Manh Ho, Thant Zin Oo, Choong Seon Hong, “Mode Selection and Resource Allocation in Device-to-Device Communications: A Matching Game Approach”, IEEE Transactions on Mobile Computing, (in press).

  • Demand Response of Buildings and Datacenters

  1. Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet, ‘‘Joint Energy Scheduling and Water Saving in Geo-Distributed Mixed-Use Buildings,’’ IEEE Transactions on Smart Grid, (in press)

  2. Nguyen H. Tran, Chuan Pham, Minh H.N Nguyen, Shaolei Ren, Choong Seon Hong, “Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings”, IEEE Transactions on Smart Grids, (in press).

  3. Nguyen H. Tran, Thant Zin Oo, Shaolei Ren, Zhu Han, Eui-Nam Huh, Choong Seon Hong, “Reward-to-Reduce: An Incentive Mechanism for Economic Demand Response of Colocation Datacenters”, IEEE Journal on Selected Areas in Communications, Vol.69, No.12, Dec. 2016.

  4. Nguyen H. Tran, Cuong T. Do, Shaolei Ren, Zhu Han, Choong Seon Hong, “Incentive Mechanisms for Colocation Datacenters’ Economic and Emergency Demand Response”, IEEE Journal on Selected Areas in Communications, Vol. 33, No. 12, pp. 2892-2905, December 2015.

  5. Nguyen H. Tran, Dai H. Tran, Shaolei Ren, Zhu Han, Eui-Nam Huh, and Choong Seon Hong, “How Geo-distributed Data Centers Do Demand Response: A Game-Theoretic Approach”, IEEE Transactions on Smart Grid, Vol. 7, No. 2, Feb. 2016.

  • Cached Networks

  1. Anselme Ndikumana, Nguyen H. Tran, Tai Manh Ho, Dusit Niyato, Zhu Han and Choong Seon Hong, “Joint Incentive Mechanism for Paid Content Caching and Price Based Cache Replacement Policy in Named Data Networking,” IEEE Access, (in press)

  2. Anselme Ndikumana, Saeed Ullah, Kyi Thar, Nguyen H. Tran, Bang Ju Park, Choong Seon Hong, ‘‘Novel Cooperative and Fully-distributed Congestion Control Mechanism for Content Centric Networking’’, IEEE Access (in press).

  3. Anselme Ndikumana, Nguyen H. Tran, et. al., “Incentive Mechanism for Paid Content Caching in Name Data Network,”, IEEE Access (in press).

  • Queueing Games for Cognitive Radio Networks

  1. Nguyen H. Tran, Long Bao Le, Shaolei Ren, Zhu Han, Choong Seon Hong, “Joint Pricing and Load Balancing for Cognitive Access Control in Cognitive Radio Networks: Cooperation vs Non-Cooperation”, IEEE Journal on Selected Areas in Communications, Vol. 33, No. 5, May 2015.

  2. Nguyen H. Tran, Choong Seon Hong, Zhu Han and Sungwon Lee, “Optimal Pricing Effect on Equilibrium Behaviors of Delay-Sensitive Users in Cognitive Radio Networks”, IEEE Journal on Selected Areas in Communications, Vol. 31, No. 11, Nov. 2013.

About me

Nguyen H. Tran (S’10-M’11-SM’18) received the BS degree from Hochiminh City University of Technology and Ph.D degree from Kyung Hee University, in electrical and computer engineering, in 2005 and 2011, respectively. He was an Assistant Professor with Department of Computer Science and Engineering, Kyung Hee University from 2012 to 2017. Since 2018, he has been with the School of Computer Science, The University of Sydney, where he is currently a Senior Lecturer. His research interest is applying analytic techniques of optimization, game theory, and machine learning to cutting-edge applications such as edge computing, datacenters, resource allocation for 5G networks, and Internet of Things. He received the best KHU thesis award in engineering in 2011 and several best paper awards, including IEEE ICC 2016, APNOMS 2016, and IEEE ICCS 2016. He receives the Korea NRF Funding for Basic Science and Research from 2016 to 2023. He has been the Editor of IEEE Transactions on Green Communications and Networking since 2016.