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<h1>Nguyen H. Tran
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<img src="Tran_small.jpg" alt="Nguyen H. Tran" />&nbsp;</td>
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Trần Hoàng Nguyên (in Vietnamese) <br /> Senior Lecturer <br />
<a href="https://sydney.edu.au/engineering/about/school-of-information-technologies.html">School of Computer Science</a><br />
<a href="https://sydney.edu.au/">The University of Sydney</a>
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<h2>Contact
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<p>Room 428, J12 Building, The University of Sydney <br />
1 Cleveland Street, NSW 2006 <br />
E-mail: nguyen.tran@sydney.edu.au <br /><br />
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<h2>News
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<li><p><font color="red">Openings:</font> I'm currently <a href="https://paper.dropbox.com/doc/PhD-opportunities-at-The-University-of-Sydney--AJLytkpwhxU_04aDP2wOzudGAg-RXIJtXsZqLHCrT2XNRqCQ">recruiting</a> PhD students for my research group. Why not join <a href="https://sydney.edu.au/study/admissions/why-study-in-australia.html">USYD</a>?
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<li><p><font color="red">Hot!:</font> Our paper <a href="https://www.dropbox.com/s/u0f17ua7lvvab7n/PID5753553.pdf?dl=0">&lsquo;&lsquo;Federated Learning over Wireless Networks: Optimization Model Design and Analysis"</a> accepted by <a href="http://infocom2019.ieee-infocom.org/">IEEE INFOCOM 2019</a> (acceptance rate: 19.7%).
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<li><p>I am in Organizing Committee of The 8th EAI International Conference on Game Theory for Networks (<a href="http://gamenets.org/2018/show/home">GAMENETS&rsquo;08</a>), please consider submitting your paper to visit Seoul (08/17).
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<li><p>I serve as an Editor of TCCN Newsletter on Internet of Things topic, with interesting expert interview sections. Please check the whole newsletter <a href="http://cn.committees.comsoc.org/files/2015/11/Newsletter_May_2017.pdf">here</a>
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<li><p>I received the Best Paper Award for <a href="">&ldquo;Multi-Dimensional Payment Plan in Fog Computing with Moral Hazard&rdquo;</a>, collaborated with UoH and NTU, in IEEE International Conference on Communication Systems (IEEE ICCS&rsquo;16) (12/16)
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<li><p>Our <a href="papers/TSG_MUB16.pdf">first paper</a> on the &ldquo;Emergency Demand Response of Mixed-used Buildings&rdquo; was accepted in IEEE Transactions on Smart Grid (11/16).
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<li><p>I received the Best Paper Award for <a href="">&ldquo;Decentralized Spectrum Allocation in D2D Underlying Cellualar Networks&rdquo;</a> in APNOMS 2016 (10/16).
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<li><p>I serve as an Editor of IEEE Transactions on Green Communications and Networking (08/16).
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<li><p>I received the 7-year NRF (National Research Foundation of Korea) Grant for Basic Science Research (06/16).
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<li><p>I received the Best Paper Award for <a href="">&ldquo;Coordinated Power Reduction in Multi-Tenant Colocation Datacenter: An Emergency Demand Response Study&rdquo;</a> in IEEE International Conference on Communications (IEEE ICC&rsquo;16) (05/16).
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<h2>Research Topics and Selected Publications (<b><a href="publications.html"><font color="red">Full Publications</font></a></b>)<br /><br />
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<li><p><b>5G Wireless Networks (Wireless Virtualization, Network Slicing, D2D, LTE-U, NOMA)</b>
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<li><p>Phuong Luu Vo, Minh N. H. Nguyen, Tuan Anh Le, Nguyen H. Tran, <a href="https://www.dropbox.com/s/0gqahgamwywrty0/NetworkSlicing.pdf?dl=0">&ldquo;Slicing the Edge: Resource Allocation for RAN Network Slicing,&rdquo;</a> <i>IEEE Wireless Communications Letters</i>, (in press).
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<li><p>Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Nguyen H. Tran, Dusit Niyato and Choong Seon Hong, <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=8456491">&ldquo;QoE-Enabled Unlicensed Spectrum Sharing in 5G: A Game-Theoretic Approach,&rdquo;</a> <i>IEEE Access,</i> (in press)
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<li><p>Minh N.H. Nguyen, Nguyen H. Tran, Chuan Pham, Mohammad A. Islam, Shaolei Ren, Choong Seon Hong, <a href="papers/Minh_ShareBak_TWC17.pdf">&ldquo;Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers,&rdquo;</a> <i>IEEE Transactions on Wireless Communications</i>, (in press).
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<li><p>Tai Manh Ho, Nguyen H. Tran, Long Bao Le, Zhu Han, S.M Ahsan Kazmi and Choong Seon Hong, <a href="https://www.dropbox.com/s/6uxhurpgog9x3p3/Tai_Wireless%20Virtualization.pdf?dl=0">&ldquo;Network Virtualization with Energy Efficiency Optimization for Wireless Heterogeneous Networks,&rdquo;</a> <i>IEEE Transactions on Mobile Computing,</i> (in press)
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<li><p>S. M. Ahsan Kazmi, Nguyen H. Tran, Walid Saad, Zhu Han, Tai Manh Ho, Thant Zin Oo, Choong Seon Hong, <a href="papers/Ahsan_D2D_TMC17.pdf">&ldquo;Mode Selection and Resource Allocation in Device-to-Device Communications: A Matching Game Approach&rdquo;</a>, <i>IEEE Transactions on Mobile Computing</i>, (in press).
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<li><p><b>Machine Learning for Wireless Networks</b>
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<li><p>Kyi Thar, Nguyen H. Tran, Than Zin Oo, Choong Seon Hong, <a href="">&lsquo;&lsquo;DeepMEC: Mobile Edge Caching Using Deep Learning,&rsquo;&rsquo;</a> <i>IEEE Access,</i> (in press)
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<li><p>Anselme Ndikumana, Nguyen H. Tran, Choong Seon Hong, <a href="">&lsquo;&lsquo;Deep Learning Based Caching for Self-Driving Car inMulti-access Edge Computing,&rsquo;&rsquo;</a> (submitted)
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<li><p><b>Fog/Edge Computing</b>
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<li><p>Chuan Pham, Nguyen Luong Anh Tuan, Nguyen H. Tran, Eui-Nam Huh, Choong Seon Hong, <a href="https://www.dropbox.com/s/k5j5hifaoobwvlr/tnsm-phishing-proof.pdf?dl=0">&ldquo;Phishing-Aware: A Neuro-Fuzzy Approach for Anti-Phishing on Fog Networks,&rdquo;</a> <i> IEEE Transactions on Network and Service Management</i>, (in press)
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<li><p>Anselme Ndikumana, Nguyen H. Tran, et.al., <a href="http://arxiv.org/abs/1803.11512">&lsquo;&lsquo;Joint Communication, Computation, Caching, and Control in Big-Data Mobile Edge Computing,&rsquo;&rsquo;</a> (submitted).
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<li><p>Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, S. M. Ahsan Kazmi, Nguyen H. Tran, Dusit Niyato, and Choong Seon Hong, <a href="https://www.dropbox.com/s/5zwoynxpqcu9uf5/Fog_AHP_Matching.pdf?dl=0">&ldquo;Resource Allocation for Ultra-reliable and Enhanced Mobile Broadband IoT Applications in Fog Network,&rdquo;</a> <i>IEEE Transactions on Communications,</i> (in press)
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<li><p><b>Network Function Virtualization</b>
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<li><p>Chuan Pham, Nguyen H. Tran, Choong Seon Hong, <a href="https://www.dropbox.com/s/eynusbknw17pu7d/NFV_scheduling.pdf?dl=0">"Virtual Network Function Scheduling: A Matching Game Approach,&rsquo;&rsquo;</a> <i>IEEE Communications Letters</i>, (in press).
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<li><p>Chuan Pham, Nguyen H. Tran, Shaolei Ren, Walid Saad, Choong Seon Hong, <a href="papers/Chuan_NFV_TSC17.pdf">&ldquo;Traffic-aware and Energy-efficient NFV placement for Service Chaining: Joint Sampling and Matching Approach&rdquo;</a>, <i>IEEE Transactions on Services Computing</i>, (in press).
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<li><p><b>Demand Response of Buildings and Datacenters</b>
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<li><p>Chuan Pham, Nguyen H. Tran, Shaolei Ren, Choong Seon Hong, Kim Khoa Nguyen, Mohamed Cheriet, <a href="">&lsquo;&lsquo;Joint Energy Scheduling and Water Saving in Geo-Distributed Mixed-Use Buildings,&rsquo;&rsquo;</a> <i>IEEE Transactions on Smart Grid</i>, (in press)
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<li><p>Nguyen H. Tran, Chuan Pham, Minh H.N Nguyen, Shaolei Ren, Choong Seon Hong, <a href="papers/TSG_MUB16.pdf">&ldquo;Incentivizing Energy Reduction for Emergency Demand Response in Multi-Tenant Mixed-Use Buildings&rdquo;</a>, <i>IEEE Transactions on Smart Grids</i>, (in press).
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<li><p>Nguyen H. Tran, Thant Zin Oo, Shaolei Ren, Zhu Han, Eui-Nam Huh, Choong Seon Hong, <a href="papers/R2R_JSAC16.pdf">&ldquo;Reward-to-Reduce: An Incentive Mechanism for Economic Demand Response of Colocation Datacenters&rdquo;</a>, <i>IEEE Journal on Selected Areas in Communications</i>, Vol.69, No.12, Dec. 2016.
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<li><p>Nguyen H. Tran, Cuong T. Do, Shaolei Ren, Zhu Han, Choong Seon Hong, <a href="Colo_IC.pdf">&ldquo;Incentive Mechanisms for Colocation Datacenters&rsquo; Economic and Emergency Demand Response&rdquo;</a>, <i>IEEE Journal on Selected Areas in Communications</i>, Vol. 33, No. 12, pp. 2892-2905, December 2015.
</p>
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<li><p>Nguyen H. Tran, Dai H. Tran, Shaolei Ren, Zhu Han, Eui-Nam Huh, and Choong Seon Hong, <a href="papers/TSG2015.pdf">&ldquo;How Geo-distributed Data Centers Do Demand Response: A Game-Theoretic Approach&rdquo;</a>, <i>IEEE Transactions on Smart Grid</i>, Vol. 7, No. 2, Feb. 2016.
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<li><p><b>Cached Networks</b>
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<li><p>Anselme Ndikumana, Nguyen H. Tran, Tai Manh Ho, Dusit Niyato, Zhu Han and Choong Seon Hong, <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=8387775">&ldquo;Joint Incentive Mechanism for Paid Content Caching and Price Based Cache Replacement Policy in Named Data Networking,&rdquo;</a> <i>IEEE Access</i>, (in press)
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<li><p>Anselme Ndikumana, Saeed Ullah, Kyi Thar, Nguyen H. Tran, Bang Ju Park, Choong Seon Hong, <a href="papers/Anselme_CCN_Access17.pdf">&lsquo;&lsquo;Novel Cooperative and Fully-distributed Congestion Control Mechanism for Content Centric Networking&rsquo;&rsquo;</a>, <i>IEEE Access</i> (in press).
</p>
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<li><p>Anselme Ndikumana, Nguyen H. Tran, et. al., <a href="">&ldquo;Incentive Mechanism for Paid Content Caching in Name Data Network,&rdquo;</a>, <i>IEEE Access</i> (in press).
</p>
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<li><p>Kyi Thar, Nguyen H. Tran, et. al., <a href="">&ldquo;Cost-Aware Caching and Efficient Forwarding in Content Centric Networking&rdquo;</a>, (submitted).
</p>
</li>
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<ul>
<li><p><b>Queueing Games for Cognitive Radio Networks</b>
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<li><p>Nguyen H. Tran, Long Bao Le, Shaolei Ren, Zhu Han, Choong Seon Hong, <a href="papers/JSAC2014.pdf">&ldquo;Joint Pricing and Load Balancing for Cognitive Access Control in Cognitive Radio Networks: Cooperation vs Non-Cooperation&rdquo;</a>, <i>IEEE Journal on Selected Areas in Communications</i>, Vol. 33, No. 5, May 2015.
</p>
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<li><p>Nguyen H. Tran, Choong Seon Hong, Zhu Han and Sungwon Lee, <a href="papers/JSAC2013_proof.pdf">&ldquo;Optimal Pricing Effect on Equilibrium Behaviors of Delay-Sensitive Users in Cognitive Radio Networks&rdquo;</a>, <i>IEEE Journal on Selected Areas in Communications</i>, Vol. 31, No. 11, Nov. 2013.
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<h2>About me
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<p>Nguyen H. Tran (S&rsquo;10-M&rsquo;11) 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 Information Technologies, 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 cloud and mobile-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 has been the Editor of IEEE Transactions on Green Communications and Networking since 2016.
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