Nguyen H. Tran
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Nguyen H. Tran – Publications

Please check my Google Scholar or DBLP for more updated publications.

2021

  1. Chit Wutyee Zaw, Nguyen H Tran, Zhu Han, Choong Seon Hong, ‘‘Radio and Computing Resource Allocation in Co-located Edge Computing: A Generalized Nash Equilibrium Model," IEEE Transactions on Mobile Computing, Oct. 2021.

  2. Tuan Dung Nguyen, Amir Balef, Canh T. Dinh, Nguyen H. Tran, Duy T. Ngo, Tuan Anh Le, Phuong L. Vo,‘‘Accelerating Federated Edge Learning," IEEE Communication Letters, Aug. 2021

  3. Dai Hoang Tran, Salma Hamad, Munazza Zaib, Abdulwahab Aljubairy, Quan Z. Sheng, Wei Emma Zhang, Nguyen H. Tran, Khoa L.D. Nguyen, ‘‘Deep News Recommendation with Contextual User Profiling and Multifaceted Article Representation,’’ International Conference on Web Information Systems Engineering (WISE), Melbourne, Australia, Oct. 2021.

  4. Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, ‘‘Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks," IEEE Transactions on Mobile Computing, Jun. 2021.

  5. Chuan Pham, Duong Tuan Nguyen, Yosra Njah, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet, ‘‘Share to Run IoT Services in Edge Cloud Computing,’’ IEEE Internet of Things Journal, Jun. 2021.

  6. Shashi Raj Pandey, Minh N.H. Nguyen, Tri Nguyen Dang, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong, ‘‘Edge-assisted Democratized Learning Towards Federated Analytics,’’ IEEE Internet of Things Journal, Jun. 2021.

  7. Canh T. Dinh, Nguyen H. Tran, et al., ‘‘Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation," IEEE/ACM Transactions on Networking, [pdf] [code].

  8. Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis, Shashi Raj Pandey, Anupam Kumar Bairagi, and Choong Seon Hong, ‘‘Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach,’’ IEEE Transactions on Wireless Communications, DOI: 10.1109/TWC.2021.3060514.

  9. Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong, ‘‘An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach,’’ IEEE Transactions on Wireless Communications (in press).

  10. Tra Huong Thi Le, Nguyen H. Tran, Thant Zin Oo, Shaolei Ren, Choong Seon Hong, ‘‘Auction Mechanism for Dynamic Bandwidth Allocation in Multi-Tenant Edge Computing,’’ IEEE Transactions on Vehicular Technology, (in press).

  11. Jiayu He, Matloob Khusi, Nguyen H. Tran, Tongliang Liu, ‘‘Robust Dual Recurrent Neural Networks for Financial Time Series Prediction,‘’ SIAM International Conference on Data Mining (SDM21), Virginia, US, 2021.

  12. Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, M Cheriet, ‘‘Optimized IoT service chain implementation in edge cloud platform: A deep learning framework,‘’ IEEE Transactions on Network and Service Management, Volume: 18, Issue: 1, March 2021.

  13. Dai Hoang Tran, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Nguyen H. Tran and Khoa L.D. Nguyen, ‘‘HeteGraph: graph learning in recommender systems via graph convolutional networks,‘’ Neural Computing and Applications, 2021.

  14. Tung T. Vu, Duy T. Ngo, Nguyen H. Tran, Hien Quoc Ngo, Minh N. Dao, Richard H. Middleton, ‘‘Straggler Effect Mitigation for Federated Learninging Cell-Free Massive MIMO,‘’ IEEE ICC, 2021.

  15. Anselme Ndikumana, Nguyen H. Tran, Do Hyeon Kim, Ki Tae Kim, and Choong Seon Hong, ‘‘Deep Learning Based Caching for Self-Driving Cars in Multi-access Edge Computing," IEEE Transactions on Intelligent Transportation Systems, (in press).

  16. Aunas Manzoor, Kitae Kim, Shashi Raj Pandey, S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Choong Seon Hong, ‘‘Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks,’’ IEEE Transactions on Communications, (in press).

  17. Md. Shirajum Munir, Nguyen H. Tran, Walid Saad, Choong Seon Hong, ‘‘Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems," IEEE Transactions on Network and Service Management, (in press).

  18. Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui-Nam Huh, and Choong Seon Hong, ‘‘Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach," IEEE Transactions on Network and Service Management, DOI: 10.1109/TNSM.2021.3049381.

  19. Bach Long Nguyen, Duy Trong Ngo, Nguyen H. Tran, Minh N. Dao, Hai L. Vu, ‘‘Dynamic V2I/V2V Cooperative Scheme for Connectivity and Throughput Enhancement," IEEE Transactions on Intelligent Transportation Systems, (in press)

  20. Quoc-Viet Pham, Nadia Iradukunda, Nguyen H. Tran, Won-Joo Hwang, Sang-Hwa Chung,‘‘Joint Placement, Power Control, and Spectrum Allocation for UAV Wireless Backhaul Networks," IEEE Networking Letters, Mar. 2021.

  21. Yan Tun, Nguyen H. Tran, Choong Seon Hong, et. al., ‘‘Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing’’, IEEE Communication Letters (in press).

  22. VanDung Nguyen, Ei Nam Huh, Nguyen H. Tran, et. al.,‘‘Latency Minimization in a Fuzzy-based Mobile Edge Orchestrator for IoT Applications," IEEE Communication Letters, (in press)

  23. Abedin Sarder Fakhrul, Munir Shirajum, Nguyen H. Tran, Zhu Han, Choong Seon Hong, ‘‘Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach," IEEE Transactions on Intelligent Transportation Systems, (in press)

  24. Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen H. Tran, Sultan S Alshamrani, Mehedi Masud, Zhu Han, and Choong Seon Hong, ‘‘Coexistence Mechanism between eMBB and uRLLC in 5G Wireless Networks," IEEE Transactions on Communications, 2021.

  25. Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Walid Saad, and Choong Seon Hong, ‘‘Distributed and Democratized Learning: Philosophy and Research Challenges," IEEE Computational Intelligence Magazine, Vol. 16, Issue 1, pp.49-62, Jan. 2021.

  26. N. Raveendran, Y. Gu, C. Jiang, Nguyen H. Tran, M. Pan, L. Song and Z. Han, ‘‘Cyclic Three-Sided Matching Game Inspired Wireless Network Virtualization," IEEE Transactions on Mobile Computing, Volume: 20, Issue: 2, Feb. 2021.

2020

  1. Canh T. Dinh, Nguyen H. Tran, Tuan Dung Nguyen, ‘‘Personalized Federated Learning with Moreau Envelopes," [pdf] [code], NeurIPS, 2020.

  2. Canh T Dinh, Nguyen H Tran, Tuan Dung Nguyen, Wei Bao, Albert Y Zomaya, Bing B Zhou, ‘‘Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms’’, ICPP 2020, Edmonton, Canada, Aug. 2020, [pdf] [video].

  3. Latif U. Khan, Shashi Raj Pandey, Nguyen H. Tran, Walid Saad, Zhu Han, Minh N. H. Nguyen, Choong Seon Hong, ‘‘Federated Learning for Edge Networks: Resource Optimization and Incentive Mechanism,’’ IEEE Communications Magazine, Vol. 38, Issue 10, pp.88-93, Nov. 2020.

  4. Dai Hoang Tran, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Nguyen H. Tran and Khoa L.D. Nguyen, ‘‘HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems,’’ IJCNN, Glasgow, Scotland, July 2020.

  5. Zizhao Wang, Wei Bao, Dong Yuan, Liming Ge, Nguyen H. Tran, Albert Zomaya, "Accelerating on-device DNN inference during service outage through scheduling early exit,’’ Computer Communications, Volume 162, , pp. 69-82, Oct. 2020.

  6. Tung T. Vu, Duy T. Ngo, Nguyen H. Tran, Hien Quoc Ngo, Minh N. Dao, Richard H. Middleton, ‘‘Cell-Free Massive MIMO for Wireless Federated Learning’’, IEEE Transactions on Wireless Communication, [pdf], Volume: 19, Issue: 10, Oct. 2020.

  7. Latif U. Khan, Ibrar Yaqoob, Nguyen H Tran, S. M. Ahsan Kazmi, Tri Nguyen Dang, Choong Seon Hong, ‘‘Edge Computing Enabled Smart Cities: A Comprehensive Survey,’’ IEEE Internet of Things Journal, Vol.7, Issue 10, pp.10200-10232, Oct. 2020.

  8. Yan Kyaw Tun, Do Hyon Kim, Madyan Alsenwi, Nguyen H. Tran, Zhu Han, Choong Seon Hong, ‘‘Energy Efficient Communication and Computation Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond,’’ IEEE Access, Vol.8, pp.136024-136035, Jul. 2020

  9. Minh H.N Nguyen, Chit Zaw, Kitae Kim, Nguyen H. Tran, Choong Seon Hong, ‘‘Let's Share The Resource When We're Co-located: Colocation Edge Computing," IEEE Transactions on Vehicular Technology, Vol.69, Issue 5, pp.5618-5633, May 2020.

  10. Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor and Choong Seon Hong, ‘‘A Crowdsourcing Framework for On-Device Federated Learning," IEEE Transactions on Wireless Communications, Volume 19, Issue 5, pp.3241-3256, May 2020.

  11. Chuan Pham, Duong Tuan Nguyen, Nguyen H. Tran, Kim Khoa Nguyen, Mohamed Cheriet, ‘‘Learning Framework for IoT Services Chain Implementation in Edge Cloud Platform,’’ IEEE ICC 2020.

  12. Chit Wutyee Zaw, Nguyen H. Tran, Walid Saad, Zhu Han, Choong Seon Hong, ‘‘Generalized Nash Equilibrium Game for Radio and Computing Resource Allocation in Co-located MEC,’’ IEEE ICC 2020.

  13. Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Oanh Tran Thi Kim, Kitae Kim, Choong Seon Hong, ‘‘Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing,’’ IEEE/IFIP NOMS 2020, Budapest, Hungary.

  14. Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, ‘‘Auction based Incentive Design for Efficient Federated Learning in Cellular Wireless Networks,’’ IEEE WCNC 2020, Seoul, Korea.

  15. Nishat I. Mowla, Nguyen H. Tran, Inshil Doh, Kijoon Chae, ‘‘Federated Learning-Based Cognitive Detection of Jamming Attack in Flying Ad-Hoc Network,’’ IEEE Access, Jan. 2020

  16. Nishat I. Mowla, Nguyen H. Tran, Inshil Doh, Kijoon Chae, ‘‘AFRL: Adaptive Federated Reinforcement Learning for Intelligent Jamming Defense in FANET,’’ Journal of Communications and Networks, 2020.

  17. Van Dung Nguyen, Tran Trong Khanh, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, ‘‘Joint Offloading and IEEE 802.11p-based Contention Control in Vehicular Edge Computing," IEEE Wireless Communications Letters, Vol.9, Issue 7, pp.1014-1018, Mar. 2020.

  18. Latif U. Khan, Ibrar Yaqoob, Nguyen H. Tran, Zhu Han, and Choong Seon Hong, ‘‘Network Slicing: Recent Advances, Taxonomy, Requirements, and Open Research Challenges," IEEE Access, Vol.8, Issue 1, pp.36009-36028, Feb. 2020.

  19. Oanh Tran Thi Kim, Nguyen H. Tran, Chuan Pham, Tuan LeAnh, My T. Thai, and Choong Seon Hong, ‘‘Parking Assignment: Minimizing Parking Expenses and Balancing Parking Demand among Multiple Parking Lots," IEEE Transactions on Automation Science and Engineering, Vol.17, Issue 3, pp.1320-1331, July 2020.

  20. 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, Vol.19, Issue 6, pp.1359-1374, Jun. 2020.

  21. 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, Vol.13, Issue 1, pp.172-185, Jan. 2020.

2019

  1. Zizhao Wang, Wei Bao, Dong Yuan, Liming Ge, Nguyen H. Tran, Albert Zomaya, "SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage,’’ ACM MSWiM 2019, Miami, U.S.

  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. Anupam Kumar Bairagi, Md. Shirajum Munir, Madyan Alsenwi, Nguyen H. Tran and Choong Seon Hong, ‘‘A Matching Based Coexistence Mechanism between eMBB and uRLLC in 5G Wireless Networks,’’ The 34th ACMSIGAPP Symposium on Applied Computing (SAC 2019)/, Limassol, Cyprus, April 2019.

  4. 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)

  5. Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Choong Seon Hong, ‘‘When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach,’’ IEEE Internet of Things Journal, Vol.6, No. 5, pp.7360-7374, Oct. 2019.

  6. 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, Vol.10, No. 5, pp.5354-5359, Sept. 2019.

  7. Yan Kyaw Tun, Nguyen H. Tran, Duy Trong Ngo , Shashi Raj Pandey , Zhu Han and Choong Seon Hong, ‘‘Wireless Network Slicing: Generalized Kelly Mechanism Based Resource Allocation,’’ IEEE Journal on Selected Areas in Communications Vol.37, pp.1794-1807, July 2019.

  8. 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, (SI on Machine Learning in Wireless Communications), Volume: 37, Issue: 10, Oct. 2019.

  9. Ashis Talukder, Md. Golam Rabiul Alam, Nguyen H. Tran, Dusit Niyato, Gwang Hoon Park, and Choong Seon Hong, ‘‘Threshold Estimation Models for Linear Threshold-based Influential User Mining in Social Networks,’’ IEEE Access, Vol.7, pp.105441-105461, July 2019.

  10. Anupam Kumar Bairagi, Nguyen H. Tran, Walid Saad, Zhu Han, Choong Seon Hong, ‘‘A Game-Theoretic Approach for Fair Coexistence between LTE-U and Wi-Fi Systems,’’ IEEE Transactions on Vehicular Technology, Vol.68, Issue 1, pp.442-455, January 2019.

  11. Aunas Manzoor, Nguyen H. Tran, Walid Saad, S. M. Ahsan Kazmi, Shashi Raj Pandey, Choong Seon Hong, ‘‘Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks,’’ IEEE Communications Letters, Vol. 23, No. 2, pp. 366-369, Feb. 2019

  12. Ashis Talukder, MD. Golam Rabiul Alam, Nguyen H. Tran, Dusit Niyato and Choong Seon Hong, ‘‘Knapsack-based Reverse Influence Maximization for Target Marketing in Social Networks,’’ IEEE Access, Vol. 7, No. 1,pp. 44182-44198, Dec. 2019.

  13. Madyan Alsenwi, Nguyen H. Tran, Mehdi Bennis, Anupam Kumar Bairagi and Choong Seon Hong, ‘‘eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach’’ IEEE Communications Letters, Vol. 23, No. 4, pp. 740-743, April. 2019

  14. Tuan LeAnh, Nguyen H. Tran, Duy Trong Ngo and Choong Seon Hong, ‘‘Orchestrating Resource Management in LTE-Unlicensed Systems with Backhaul Link Constraints,’’ IEEE Transactions on Wireless Communications, Vol. 18, No.2, pp. 360-1375, Feb. 2019

  15. Tra Le, Nguyen H. Tran, Phuong Vo, Mehdi Bennis, Zhu Han, Choong Seon Hong, ‘‘Joint Cache Allocation with Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game,’’ IEEE Access, Vol.7, pp.20773-20788, February 2019.

  16. Van Dung Nguyen, Pham Chuan, Thant Zin Oo, Eui-Nam Huh, Nguyen H. Tran and Choong Seon Hong, “MAC Protocols with Dynamic Interval Schemes for VANETs,” Vehicular Communications, Vol.15, pp.40-62, January 2019.

  17. 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, Vol.67, Issue 1, pp.489-502, January 2019.

2018 (and before)

Books

Book Chapters

Journal Articles

  1. 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.

  2. Quoc-Viet Pham, Tuan LeAnh, Nguyen H. Tran, Bang Ju Park, and Choong Seon Hong, ‘‘Decentralized Computation Offloading and Resource Allocation for Mobile-Edge Computing: A Matching Game Approach,’’ IEEE Access, Vol.6, pp.75868 - 75885, November 2018.

  1. Sarder Fakhrul Abedin, Anupam Kumar Bairagi, Md. Shirajum Munir, Nguyen H. Tran, Choong Seon Hong, ‘‘Fog Load Balancing for Massive Machine Type Communications: A Game and Transport Theoretic Approach,’’ IEEE Access, Vol.7, pp.4204-4218, December 2018.

  2. Kyi Thar, Nguyen H. Tran, Than Zin Oo, Choong Seon Hong, ‘‘Online Caching and Cooperative Forwarding in Information Centric Networking,’’ IEEE Access, Vol.6, pp.59679 - 59694, October 2018.

  3. 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, Vol.6, pp.50538-50554, September 2018.

  4. S. M. Ahsan Kazmi, Nguyen H. Tran, Tai Manh Ho, Aunas Manzoor, Dusit Niyato, and Choong Seon Hong, “Coordinated Device-to-Device Communication with Non-Orthogonal Multiple Access in Future Wireless Cellular Networks,” IEEE Access, Vol. 6, pp.39860-39875, August 2018.

  5. Chuan Pham, Nguyen H. Tran, Sholei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cherieta, “A Distributed Approach to Emergency Demand Response in Geo-distributed Mixed-use,” Journal of Building Engineering, Vol.19, pp.506-518, July 2018.

  6. 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, Vol. 6, pp.33702-33717, June 2018.

  7. Amjad Ali, Nguyen H. Tran, Zhu Han, Dusit Niyato, Farukh Zeshan, Farman Ali, Kyung Sup Kwak, Doug Young Suh, Efficient Multimedia Transmission over Cooperative Cellular Cognitive Radio Networks," IEEE Transactions on Vehicular Technology, Vol. 67 , No. 8 , Aug. 2018.

  8. Reginald A. Banez, Haitao Xu, Nguyen H. Tran, Ju Bin Song, Choong Seon Hong, Zhu Han, “Network Virtualization Resource Allocation and Economics Based on Prey-Predator Food Chain Model,” IEEE Transactions on Communications, Vol.66, pp.4738-4752, Octorber 2018.

  9. 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, Vol. 7 , No. 6, pp.970-973, Dec. 2018

  10. 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, Vol.15, No.3, pp.1076-1089, September 2018.

  11. VanDung Nguyen, Oanh T.T Kim, Chuan Pham, Thant Zin Oo, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, “A Survey on Adaptive Multi-channel MAC Protocols in VANETs Using Markov Models,” IEEE Acess, Vol. 6, pp.16493-16515, March 2018.

  12. 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, Vol.17, No.3, pp. 2080-2093, March 2018.

  13. 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 Vol.5, pp. 27691-27706, November 2017.

  14. Yanru Zhang, Yunan Gu, Miao Pan, Nguyen H. Tran, Zaher Dawy, Zhu Han, “Multi-Dimensional Incentive Mechanism in Mobile Crowdsourcing with Moral Hazard”, IEEE Transactions on Mobile Computing, Vol.17, pp. 604-616, March 2018.

  15. Chuan Pham, Nguyen H. Tran, Choong Seon Hong, "Virtual Network Function Scheduling: A Matching Game Approach,’’ IEEE Communications Letters, Vol.22, No.1, pp. 69-72, January 2018.

  16. S. M. Ahsan Kazmi, Nguyen H. Tran, Tai Manh Ho, Choong Seon Hong, “Hierarchical Matching Game for Wireless Network Virtualization”, IEEE Communications Letters, Vol.22, No.1, pp. 121-124, January 2018.

  17. 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, Vol.16, No.11, pp. 3126-3141, March 2017.

  18. Cuong T. Do, Nguyen H. Tran, Choong Seon Hong, Charles Kamhoua, Kevin Kwiat, Erik Blasch, Shaolei Ren, Niki Pissinou, Sundaraja Sitharama Iyengar, “Game Theory for Cyber Security and Privacy”, ACM Computing Surveys, Vol.50, No.2, pp.30:1-30:37, June 2017.

  19. Thant Zin Oo, Nguyen H. Tran, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong, “Offloading in HetNets: A Coordination of Interference Mitigation, User Association, and Resource Allocation”, IEEE Transactions on Mobile Computing, Vol.16, No.8, pp. 2276-2291, August 2017

  20. Tuan LeAnh, Nguyen H. Tran, Walid Saad, Long Bao Le, Dusit Niyato, Tai Manh Ho, Choong Seon Hong, “Matching Theory for Distributed User Association and Resource Allocation in Cognitive Femtocell Network”, IEEE Transactions on Vehicular Technology, Vol.66, No.9, pp. 8413-8428, September 2017.

  21. VanDung Nguyen, Thant Zin Oo, Nguyen H. Tran, and Choong Seon Hong, “An Efficient and Fast Broadcast Frame Adjustment Algorithm in VANET”, IEEE Communications Letters, Vol.21, No.7, pp. 1589-1592, July 2017.

  22. 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, Vol.9, No.4, pp.3701- 3715, July 2018

  23. Md. Jalil Piran, Nguyen H. Tran, Doug Young Suh, Ju Bin Song, Choong Seon Hong, Zhu Han, “QoE-Driven Channel Allocation and Handoff Management for Seamless Multimedia in Cognitive 5G Cellular Networks”, IEEE Transactions on Vehicular Technology, Vol.66, No.7, pp. 6569-6585, July 2017.

  24. Mohammad A. Islam, Kishwar Ahmed, Hong Xu, Nguyen H. Tran, Gang Quan, Shaolei Ren, “Exploiting Spatio-Temporal Diversity for Water Saving in Geo-Distributed Data Centers”, IEEE Transactions on Cloud Computing, (in press).

  25. Yanru Zhang, Lingyang Song, Chunxiao Jiang, Nguyen H. Tran, Zaher Dawy, Zhu Han, “Social-Aware Framework for Efficient Information Dissemination in Wireless Ad Hoc Networks”, IEEE Communications Magazine, vol.55, no.1, pp.174-179, Jan. 2017.

  26. Shaharyar Kamal, Cesar Meza, Nguyen H. Tran, Kyesan Lee, “Low-PAPR Hybrid Filter for SC-FDMA”, IEEE Communications Letters, vol.21, no.4, pp.905-908, Apr. 2017.

  27. Tuan LeAnh, Nguyen H. Tran, Duy Trong Ngo, Choong Seon Hong, “Resource Allocation for Virtualized Wireless Networks with Backhaul Constraints”, IEEE Communications Letters, vol.21, no.1, pp.148-151, Jan. 2017.

  28. 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, pp.3941-3953, Dec. 2016.

  29. Cuong T. Do, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, Dusit Niyato, Zhu Han, “Dynamics of Service Selection and Provider Pricing Game in Heterogeneous Cloud Market”, Elsevier Journal of Network and Computer Applications, vol.69 pp.152-165, Jul. 2016.

  30. Tuan LeAnh, Nguyen H. Tran, Choong Seon Hong, Sungwon Lee, Eui-Nam Huh, and Zhu Han, “Distributed Power and Channel Allocation for Cognitive Femtocell Network using a Coalitional Game in Partition Form Approach”, IEEE Transactions on Vehicular Technology, vol.66, no.4, pp.3475-3490, Apr. 2017.

  31. Tai Manh Ho, Nguyen H. Tran, Long Bao Le, Walid Saad, S.M Ahsan Kazmi, Choong Seon Hong, “Coordinated Resource Partitioning and Data Offloading in Wireless Heterogeneous Networks”, IEEE Communications Letters, vol.20, no.5, pp.1089-7798, May 2016.

  32. S.M Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Long Bao Le, Tai Manh Ho, Choong Seon Hong, “Optimized Resource Management in Heterogeneous Wireless Networks”, IEEE Communications Letters, vol.20, no.7, pp.1397-1400, July 2016.

  33. Chuan Pham, Nguyen H. Tran, Cuong T. Do, Eui-Nam Huh, and Choong Seon Hong, “Joint Consolidation and Service-Aware Load Balancing for Datacenters”, IEEE Communications Letters, vol.20, no.2, pp.292-295, Feb 2016.

  34. 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.

  35. Tai Manh Ho, Nguyen H. Tran, Cuong T. Do, S.M Ahsan Kazmi, Eui-Nam Huh, Choong Seon Hong, “Power Control for Interference Management and QoS Guarantee in Heterogeneous Networks”, IEEE Communications Letters, vol.19, no.8, pp.1402-1405, Aug. 2015.

  36. 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, pp.937-947, Feb. 2016.

  37. Thant Zin Oo, Nguyen H. Tran, Duc Ngoc Minh Dang, Zhu Han, Long Bao Le, Choong Seon Hong, “OMF-MAC: An Opportunistic Matched Filter-based MAC in Cognitive Radio Networks”, IEEE Transactions on Vehicular Technology, vol.65, no.4, pp.2544-2559, Apr. 2016.

  38. 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, pp.972-985, May 2015.

  39. Cuong T. Do, Nguyen H. Tran, Zhu Han, Long Bao Le, Sungwon Lee, Choong Seon Hong, “Optimal Pricing for Duopoly in Cognitive Radio Networks: Cooperate or Not Cooperate?”, IEEE Transactions on Wireless Communications, vol.13, no.5, pp.2574-2587, May 2014.

  40. 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, pp.2566-2579, Nov. 2013.

  41. Phuong L. Vo, Nguyen H. Tran, Choong Seon Hong and Sungwon Lee, “Network Utility Maximization Framework with Multiclass Traffic”, IET Networks, vol.2, no.3, pp.152–161, Sep. 2013.

  42. Cuong T. Do, Nguyen H. Tran, Choong Seon Hong , Sungwon Lee, Jae-Jo Lee, Wontae Lee, “A Lightweight Algorithm for Probability-based Spectrum Decision Scheme in Multiple Channels Cognitive Radio Networks”, IEEE Communications Letters, vol.17, no.3, pp.509-512, Mar. 2013.

  43. Nguyen H. Tran, Choong Seon Hong and Sungwon Lee, “Cross-layer Design of Congestion Control and Power Control in Fast-Fading Wireless Networks”, IEEE Transactions on Parallel and Distributed Systems, vol.24, no.2, pp.260-274, Feb. 2013.

  44. Cuong T. Do, Nguyen H. Tran, Mui Van Nguyen, Choong Seon Hong, Sungwon Lee, “Social Optimization Strategy in Unobserved Queueing Systems in Cognitive Radio Networks”, IEEE Communications Letters, vol.16, no.12, Dec. 2012.

  45. Nguyen H. Tran, Choong Seon Hong and Sungwon Lee, “Joint Congestion Control and Power Allocation with Outage Constraint in Wireless Multihop Networks”, IEEE Transactions on Vehicular Technology, vol.61, no.2, Feb. 2012.

  46. Nguyen H. Tran, Choong Seon Hong and Sungwon Lee, “Utility Maximization with Packet Collision Constraint in Cognitive Radio Networks”, IEICE Transactions on Communications, vol.E95-B, no.01, Jan. 2012.

  47. Nguyen H. Tran, Choong Seon Hong and Sungwon Lee, “Distributed Throughput-Optimal Scheduling Framework with Delay Analysis in Multi-hop Wireless Networks”, (Elsevier) Mathematical and Computer Modeling, Special Issue in Wireless Networks, vol.53, pp.2149-2161, Mar. 2011.

  48. Nguyen H. Tran, Choong Seon Hong, “Joint Rate and Power Control in Wireless Network: A Novel Successive Approximations Method”, IEEE Communication Letters, vol.14, no.9, pp.872-874, Sep. 2010 .

Conference Papers

  1. Anupam Kumar Bairagi, Nguyen H. Tran, Walid Saad, and Choong Seon Hong, “Bargaining Game for Effective Coexistence between LTE-U and Wi-Fi Systems”, IEEE/IFIF Network Operations and Management Symposium (NOMS 2018), April 23-27, 2018, Taipei, Taiwan.

  2. Tai Manh Ho, Nguyen H. Tran, S.M Ahsan Kazmi, Zhu Han, and Choong Seon Hong, “Wireless Network Virtualization with Non-Orthogonal Multiple Access”, IEEE/IFIF Network Operations and Management Symposium (NOMS 2018), April 23-27, 2018, Taipei, Taiwan.

  3. Ashis Talukder, Md. Golam Rabiul Alam, Nguyen H. Tran, Choong Seon Hong , “A Cost Optimized Reverse In?uence Maximization in Social Networks”, IEEE/IFIF Network Operations and Management Symposium (NOMS 2018), April 23-27, 2018, Taipei, Taiwan.

  4. Huong Tra Le, Nguyen H. Tran, Phuong L. Vo, Zhu Han, Mehdi Bennis, Choong Seon Hong, ‘‘Contract-based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing,’’ Proc. IEEE Global Communications Conference (GLOBECOM’2017), Singapore, Dec. 2017.

  5. Anselme Ndikumana, Kyi Thar, Tai Manh Ho, Nguyen H. Tran, Phuong L. Vo, Dusit Niyato, Choong Seon Hong, ‘‘In-Network Caching for Paid Contents in Content Centric Networking,’’ Proc. IEEE Global Communications Conference (GLOBECOM’2017), Singapore, Dec. 2017.

  6. Anupam Kumar Bairagi, Nguyen H. Tran, Choong Seon Hong,‘‘LTE-U Sum-Rate Maximization Considering QoS and Co-existence Issue,’’ IEEE International Conference on Big Data and Smart Computing (BigComp 2017), Jeju, Korea, February 13-16, 2017.

  7. Tai Manh Ho, Nguyen H. Tran, S.M Ahsan Kazmi, Choong Seon Hong,‘‘Dynamic Pricing for Resource Allocation in Wireless Network Virtualization: A Stackelberg Game Approach,’’ The International Conference on Information Networking (ICOIN 2017), Da Nang, Vietnam, January 11-13, 2017.

  8. Minh N. H. Nguyen, Chuan Pham, Nguyen H. Tran, Choong Seon Hong,‘‘Outliers Detection and Correction for Cooperative Distributed Online Learning in Wireless Sensor Network,’’ The International Conference on Information Networking (ICOIN 2017), Da Nang, Vietnam, January 11-13, 2017.

  9. Yanru Zhang, Nguyen H. Tran, Dusit Niyato, Zhu Han, ‘‘Multi-Dimensional Payment Plan in Fog Computing with Moral Hazard’’, The 15th IEEE International Conference on Communication Systems (IEEE ICCS 2016), Best Paper Award, Shenzhen, China, Dec. 2016.

  10. S. M. Ahsan Kazmi, Nguyen H. Tran, Tai Manh Ho, Dong Kyu Lee, and Choong Seon Hong, ‘‘Decentralized Spectrum Allocation in D2D Underlying Cellular Networks’’, The 18th Asia-Pacific Network Operations and Management Symposium (APNOMS 2016), Best Paper Award, Kanazawa, Japan, Oct. 2016.

  11. Nguyen H. Tran, Chuan Pham, Minh N.H. Nguyen, Choong Seon Hong, ‘‘Incentive-aligned Mechanism for Emergency Demand Response in Multi-tenant Mixed-Use Buildings,’’ IEEE INFOCOM Workshop on Green and Sustainable Networking and Computing (GSNC), San Francisco, USA, Apr. 2016.

  12. Nguyen H. Tran, Chuan Pham, Shaolei Ren, Zhu Han, Choong Seon Hong, ‘‘Coordinated Power Reduction in Multi-Tenant Colocation Datacenter: An Emergency Demand Response Study,’’ IEEE ICC, Best Paper Award, Kuala Lumpur, Malaysia, May 2016.

  13. Tuan LeAnh, Nguyen H. Tran, Choong Seon Hong, ‘‘Distributed Power and Channel Allocation for Cognitive Femtocell Network using a Coalitional Game Approach’’, Proc. the 3rd Big Data and Smart Computing (BigComp), HongKong, China, Jan. 2016.

  14. Chuan Pham, Nguyen H. Tran, Minh N.H. Nguyen, Shaolei Ren, Walid Saad, Choong Seon Hong, ‘‘Hosting Virtual Machines on a Cloud Datacenter: A Matching Theoretic Approach,’’ Proc. IEEE/IFIP Network Operations and Management Symposium (NOMS), Istanbul, Turkey, Apr. 2016.

  15. Tuan LeAnh, Nguyen H. Tran, Walid Saad, Seungil Moon, Choong Seon Hong, ‘‘Matching-based Distributed Resource Allocation in Cognitive Femtocell Networks,’’ Proc. IEEE/IFIP Network Operations and Management Symposium (NOMS), Istanbul, Turkey, Apr. 2016.

  16. Thant Zin Oo, Nguyen H. Tran, Walid Saad, Jaehyeok Son, Choong Seon Hong, ‘‘Traffic Offloading via Markov Approximation in Heterogeneous Cellular Networks,’’ Proc. IEEE/IFIP Network Operations and Management Symposium (NOMS), Istanbul, Turkey, Apr. 2016.

  17. Nguyen H. Tran, Chuan Pham, Shaolei Ren, and Choong Seon Hong, ‘‘Coordinated Energy Management for Emergency Demand Response in Mixed-Use Buildings,’’ IEEE ICUWB Workshop on Next Generation of Green ICT and 5G Networking (GreeNets), Invited paper, Montreal, Canada, Nov. 2015.

  18. Nguyen H. Tran, Cuong T. Do, Shaolei Ren, Zhu Han, Choong Seon Hong, ‘‘Coordinated Colocation Datacenters for Economic Demand Response,’’ Proc. ACM SIGMETRICS Workshop on Distributed Cloud Computing, Portland, USA, Jun. 2015.

  19. Tai Manh Ho, Nguyen H. Tran, Long Bao Le, S.M Ahsan Kazmi, Seung Il Moon, Choong Seon Hong, ‘‘Network Economics Approach to Data Offloading and Resource Partitioning in Two-Tier LTE HetNets,’’ Proc. IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, May, 2015.

  20. Cuong T. Do, Nguyen H. Tran, Dai Hoang Tran, Chuan Pham, Md. Golam Rabiul Alam, Choong Seon Hong, ‘‘Toward Service Selection Game in a Heterogeneous Market Cloud Computing,’’ Proc. IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, May, 2015.

  21. Cuong T. Do, Nguyen H. Tran, Chuan Pham, Md. Golam Rabiul Alam, Jae Hyeok Son, Choong Seon Hong, ‘‘A Proximal Algorithm for Joint Resource Allocation and Minimizing Carbon Footprint in Geo-distributed Fog Computing,’’ Proc. International Conference on Information Networking (ICOIN), Siem Reap, Cambodia, Jan., 2015.

  22. Nguyen H. Tran, Dai H. Tran, Long Bao Le, Zhu Han, Choong Seon Hong, ‘‘Load Balancing and Pricing for Spectrum Access Control in Cognitive Radio Networks,’’ Proc. IEEE Global Communications Conference (GLOBECOM’2014), Austin, USA, Dec. 2014.

  23. Nguyen H. Tran, Shaolei Ren, Zhu Han, Sung Man Jang, Seung Il Moon, and Choong Seon Hong, ‘‘Demand Response of Data Centers:A Real-time Pricing Game between Utilities in Smart Grid,’’ USENIX Feedback Computing workshop (FC’14), Philadephia, PA, June 2014.

  24. Nguyen H. Tran, Cuong T. Do, Seung Il Moon, Choong Seon Hong, ‘‘Pricing Mechanisms and Equilibrium Behaviors of Noncooperative Users in Cognitive Radio Networks,’’ Proc. IEEE Global Communications Conference (GLOBECOM’2013), Atlanta, USA, Dec. 2013.

  25. Cuong T. Do, Nguyen H. Tran, Choong Seon Hong, ‘‘Optimal Queueing Control in Hybrid Overlay/Underlay Spectrum Access in Cognitive Radio Networks,’’ IEEE 75th Vehicualr Technology Conference (VTC 2012), Yokohama, Japan, May. 2012.

  26. Nguyen H. Tran, Choong Seon Hong, ‘‘Joint Congestion and Power Control in Fast-Fading Wireless Network using Successive Convex Approximation Method,’’ The Fourth Internetional Conference on Communications and Electronics (ICCE 2012), Hue, Vietnam, Aug. 1-3, 2012.

  27. Nguyen H. Tran, Choong Seon Hong, “Joint Congestion Control and Power Allocation with Outage Constraint in Wireless Multihop Networks,” Proc. IEEE Wireless Communications and Networking Conference (WCNC’2012), Paris, France, Apr. 2012.

  28. Cuong T. Do, Nguyen H. Tran and Choong Seon Hong, ‘‘Throughput Maximization for The Secondary User over Multi-channel Cognitive Radio Networks,’’ The International Conference on Information Networking 2012 (ICOIN 2012), Bali, Indonesia, Feb. 1-3, 2012.

  29. Phuong Luu Vo, Nguyen H. Tran, Choong Seon Hong, “Jointly Rate and Power Control for Elastic and Inelastic Traffic in Multihop Wireless Networks,” Proc. IEEE Global Communications Conference (GLOBECOM’2011), Houston, USA, Dec. 2011.

  30. Phuong Luu Vo, Nguyen H. Tran, KiJoon Chae and Choong Seon Hong, ‘‘A Joint Congestion Control, Routing, and Scheduling Algorithm in Multihop Wireless Networks with Heterogeneous Flows,’’ The International Conference on Information Networking 2011 (ICOIN 2011), Kuala Lumpur, Malaysia, Jan. 26-28, 2011.

  31. Nguyen H. Tran, Choong Seon Hong, “Joint Rate Control and Spectrum Allocation under Packet Collision Constraint in Cognitive Radio Networks,” Proc. IEEE Global Communications Conference (GLOBECOM’2010), Miami, USA, Nov. 2010.

  32. Nguyen H. Tran, Choong Seon Hong, “On The Throughput-Optimal Distributed Scheduling Schemes with Delay Analysis in Multi-hop Wireless Networks,” IFIP/IEEE International Workshop on Broadband Convergence Networks (BcN 2010), co-located with IEEE/IFIP Network Operations and Management Symposium (NOMS 2010), Osaka, Japan, Apr. 2010.