Dr Hung Nguyen

Senior Research Fellow

Teletraffic Research Centre

Faculty of Engineering, Computer and Mathematical Sciences

Eligible to supervise Masters and PhD - email supervisor to discuss availability.

Hi, I am the theme leader for the Space and Defence theme, the faculty of Engineering, Computer and Mathematical Sciences (ECMS), the University of Adelaide.

I'm a level C academic (senior lecturer) at the Teletraffic Research Centre, the University of Adelaide, Australia.

Prospective students (2018-12-12): We are offering research scholarships (PhDs and Masters) and summer research scholarships (undergraduates) on Space and Satellite communications. Please contact me directly if interested.

Short Bio: I have a PhD in Computer Science and Telecommunications from the Swiss Federal Institute of Technology, Lausanne, Switzerland (EPFL). Prior to that, I received the B.Eng. degree in Information Technology and Telecommunications Engineering from the University of Adelaide, Australia and completed the Pre-Doctoral school in communication systems at EPFL.

My Research
Career
Publications
Grants and Funding
Teaching
Supervision
Professional Activities
Contact

I am interested in formal models and tools for computer networks. My research spans all areas of communication and information networking, including: Provable Network Security; Software-Defined Networking; Cellular and Ad Hoc Networks; Network Design, Configuration and Routing; and Network Measurement and Tomography.

My paper on network auto-configuration in 2010 started the Autonetkit software (ANK). ANK is currently being used as the auto-configuration tool for the Cisco VIRL simulation and emulation environment. See for example here.

The Internet Topology Zoo that I helped build is widely used in all areas of networking research and development worldwide and has been cited more than 300 times (and counting) in the last 3 years.

My tomography papers have been nominated for awards at major networking conferences.

Find out more about my research at my research blog and my publications at my Google scholar page.

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Appointments

Date Position Institution name
2012 Senior Research Fellow The University of Adelaide
Language Competencies

Language Competency
English Can read, write, speak, understand spoken and peer review
Vietnamese Can read, write, speak, understand spoken and peer review
Education

Date Institution name Country Title
2004 - 2008 École Polytechnique Fédérale de Lausanne Switzerland PhD
Research Interests

Applied Mathematics Networking & Telecommunications

Date	Position	Institution name
2012	Senior Research Fellow	The University of Adelaide

Language	Competency
English	Can read, write, speak, understand spoken and peer review
Vietnamese	Can read, write, speak, understand spoken and peer review

Date	Institution name	Country	Title
2004 - 2008	École Polytechnique Fédérale de Lausanne	Switzerland	PhD

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Journals

Year	Citation
2019	Le, B., Shen, H., Nguyen, H., & Falkner, N. (2019). Improved network community detection using meta-heuristic based label propagation. Applied Intelligence, 49(4), 1451-1466. DOI Scopus1
2018	Nguyen, D., Nguyen, H., & White, L. (2018). Evaluating performance of RAT selection algorithms for 5G Hetnets. IEEE Access, 6, 61212-61222. DOI
2017	Ranathunga, D., Nguyen, H., & Roughan, M. (2017). MGtoolkit: A python package for implementing metagraphs. SoftwareX, 6, 91-93. DOI Scopus1
2017	Nguyen, D., Nguyen, H., & White, L. (2017). Reinforcement learning with network-assisted feedback for heterogeneous RAT selection. IEEE Transactions on Wireless Communications, 16(9), 6062-6076. DOI Scopus9 WoS5
2016	Ranathunga, R., Roughan, M., Nguyen, H., Kernick, P., & Falkner, N. (2016). Case studies of SCADA firewall configurations and the implications for best practices. IEEE Transactions on Network and Service Management, 13(4), 871-884. DOI Scopus4 WoS1
2013	Nguyen, H. X., & Roughan, M. (2013). Multi-observer privacy-preserving hidden Markov models. IEEE Transactions on Signal Processing, 61(23), 6010-6019. DOI Scopus6 WoS2
2013	Nguyen, H., & Roughan, M. (2013). Rigorous statistical analysis of internet loss measurements. IEEE - ACM Transactions on Networking, 21(3), 734-745. DOI Scopus15 WoS16
2012	Knight, S., Falkner, N., Nguyen, H., Tune, P., & Roughan, M. (2012). I can see for miles: re-visualizing the internet. IEEE Network, 26(6), 26-32. DOI Scopus6 WoS1
2012	Nguyen, H., & Roughan, M. (2012). Improving hidden Markov model inferences with private data from multiple observers. IEEE Signal Processing Letters, 19(10), 696-699. DOI Scopus3 WoS3
2011	Knight, S., Nguyen, H., Falkner, N., Bowden, R., & Roughan, M. (2011). The internet topology zoo. IEEE Journal on Selected Areas in Communications, 29(9), 1765-1775. DOI Scopus394 WoS284

Book Chapters

Year	Citation
2006	Kurant, M., Nguyen, H., & Thiran, P. (2006). Survey on Dependable IP-over-Fiber Networks. In D. Hutchison, T. Kanade, J. Kittler, J. Kleinberg, A. Kobsa, F. Mattern, . . . G. Weikum (Eds.), Lecture Notes in Computer Science (LNCS) 4028: Dependable Systems: Software, Computing, Networks (1 ed., pp. 55-81). Berlin: Springer. DOI
2006	Ducatelle, F., Gambardella, L., Kurant, M., Nguyen, H., & Thiran, P. (2006). Algorithms for Failure Protection in Large IP-over-Fiber and Wireless Ad Hoc Networks. In J. Kohlas, B. Meyer, & A. Schiper (Eds.), Lecture Notes in Computer Science (LNCS) 4028: Dependable Systems: Software, Computing, Networks (1 ed., pp. 231-259). Berlin: Springer. DOI
2005	Mas, C., Nguyen, H., & Thiran, P. (2005). Failure location in WDM networks. In K. M. Sivalingam, & S. Subramaniam (Eds.), Emerging Optical Network Technologies: Architectures, Protocols and Performance (1 ed., pp. 379-399). New York: Springer. DOI

Conference Papers

Year	Citation
2019	Arsalaan, A., Nguyen, H., & Coyle, A. (2019). Evaluating the Performance of QoI Algorithms in Realistic MANETs. In 2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018 (pp. 101-106). Univ New S Wales, Kensington Campus, Sydney, AUSTRALIA: IEEE. DOI
2018	Coyle, A., Nguyen, H., Boyd, P., & Judd, G. (2018). Improving the Performance of Land Tactical Digital Networks Using Measures of Network Capacity. In 2018 Military Communications and Information Systems Conference, MilCIS 2018 - Proceedings (pp. 6 pages). Canberra, AUSTRALIA: IEEE. DOI
2017	Le, B., Nguyen, H., Shen, H., & Falkner, N. (2017). GLFR: a generalized LFR benchmark for testing community detection algorithms. In ICCCN 2017: 2017 26th International Conference on Computer Communications and Networks (ICCCN) (pp. 8038442-1-8038442-9). Vancouver: IEEE. DOI
2016	Ranathunga, D., Roughan, M., Kernick, P., Falkner, N., Nguyen, H., McClintock, M., & Mihailescu, M. (2016). Verifiable policy-defined networking for security management. In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications Vol. 4 (pp. 344-351). Lisbon, Portugal: SCITEPRESS. DOI Scopus1
2016	Nguyen, H., Nguyen, D., Pham, T., Hoang, K., & Parsonage, E. (2016). A prototype of policy defined wireless access networks. In Proceedings of the 26th International Telecommunication Networks and Applications Conference (ITNAC 2016) (pp. 101-106). University of Otago, Dunedin, NEW ZEALAND: IEEE. DOI Scopus1
2016	Le, B., Nguyen, H., & Shen, H. (2016). Community detection in networks with less significant community structure. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 10086 LNAI (pp. 65-80). Gold Coast. DOI Scopus2
2016	Nguyen, H., Webb, M., & Naguleswaran, S. (2016). Achieving policy defined networking for military operations. In Proceedings of the 2016 Military Communications and Information Systems Conference (MilCIS) (pp. 1-6). Canberra, Australia: IEEE. DOI Scopus2
2016	Nguyen, D., Nguyen, H., & White, L. (2016). Performance of Adaptive RAT Selection Algorithms in 5G Heterogeneous Wireless Networks. In Proceedings of the IEEE International Telecommunication Networks and Applications Conference (ITNAC) (pp. 6 pages). Dunedin, New Zealand: IEEE. DOI Scopus4 WoS2
2016	Nguyen, D., White, L., & Nguyen, H. (2016). Adaptive multiagent reinforcement learning with non-positive regret. In B. Kang, & Q. Bai (Eds.), Proceedings of the 29th Australasian Joint Conference on Artificial Intelligence Vol. 9992 LNAI (pp. 29-41). Hobart, Tas: Springer. DOI Scopus1
2016	Nguyen, H., & Northcote, B. (2016). User spectral efficiency: combining spectral efficiency with user experience. In Proceedings of the 2016 IEEE International Conference on Communications (ICC): Cummincations for all things (pp. 1-6). Kuala Lumpur, Malaysia: IEEE. DOI Scopus1
2015	Mihailescu, M., Nguyen, H., & Webb, M. (2015). Enhancing wireless communications with software defined networking. In Proceedings of the Military Communications and Information Systems Conference (pp. 1-6). Canberra, ACT, Australia: IEEE. DOI Scopus8 WoS1
2015	Ranathunga, D., Roughan, M., Kernick, P., Falkner, N., & Nguyen, H. (2015). Identifying the missing aspects of the ANSI/ISA best practices for security policy. In Proceedings of the 1st ACM Workshop on Cyber-Physical System Security (pp. 37-48). Singapore, Republic of Singapore: ACM. DOI Scopus5
2013	Tune, P., Nguyen, H., & Roughan, M. (2013). Hidden Markov model identifiability via tensors. In IEEE International Symposium on Information Theory, ISIT 2013 (pp. 2299-2303). Online: IEEE. DOI Scopus1 WoS1
2013	Knight, S., Nguyen, H., Maennel, O., Phillips, I., Falkner, N., Bush, R., & Roughan, M. (2013). An automated system for emulated network experimentation. In Proceedings of the 9th International Conference on Emerging Networking EXperiments and Technologies, CoNEXT 2013 (pp. 235-246). USA: Association for Computing Machinery. DOI Scopus4 WoS1
2012	Nguyen, H., & Roughan, M. (2012). Multi-observer privacy-preserving hidden Markov models. In Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012 (pp. 514-517). USA: IEEE. DOI Scopus5 WoS3
2012	Nguyen, H., & Roughan, M. (2012). On the identifiability of multi-observer hidden Markov models. In Proceedings of the 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 (pp. 1873-1876). USA: IEEE. DOI Scopus4 WoS2
2011	Parsonage, E., Nguyen, H., & Roughan, M. (2011). Absorbing lexicographic products in metarouting. In Proceedings of 1st International Workshop on Rigorous Protocol Engineering (WRiPE) 2011 (pp. 1-6). Vancouver, Canada.
2011	Parsonage, E., Nguyen, H., Bowden, R., Knight, S., Falkner, N., & Roughan, M. (2011). Generalized graph products for network design and analysis. In Proceedings of the 19th EEE International Conference on Network Protocols (pp. 79-88). USA: IEEE. DOI Scopus13 WoS1
2011	Bowden, R., Nguyen, H., Falkner, N., Knight, S., & Roughan, M. (2011). Planarity of data networks. In Proceedings of the 2011 23rd International Teletraffic Congress (pp. 254-261). USA: ITC Press. Scopus5
2010	Coyle, A., & Nguyen, H. (2010). A frequency control algorithm for a mobile adhoc network. In Proceedings of Military Communications and Information Systems Conference (pp. 1-6). Canberra, ACT.
2010	Nguyen, H., Roughan, M., Knight, S., Falkner, N., Maennel, O., & Bush, R. (2010). How to build complex, large-scale emulated networks. In Proceedings of TridentCom 2010 Vol. 46 (pp. 1-14). www: ICST. DOI Scopus3
2010	Nguyen, H., & Roughan, M. (2010). Rigorous statistical analysis of internet loss measurements. In ACM SIGMETRICS Performance Evaluation Review Special Issue Vol. 38 (pp. 361-362). United States: Association for Computing Machinery, Inc.. DOI Scopus5 WoS1
2010	Ghita, D., Nguyen, H., Kurant, M., Argyraki, K., & Thiran, P. (2010). Netscope: practical network loss tomography. In 2010 Proceedings of IEEE INFOCOM (pp. 1-9). San Diego, CA: IEEE. DOI Scopus40
2009	Nguyen, H., Teixeira, R., Thiran, P., & Diot, C. (2009). Minimizing Probing Cost for Detecting Interface Failures: Algorithms and Scalability Analysis. In Proceedings of the IEEE INFOCOM Conference 2009 (pp. 1-9). USA: IEEE. DOI Scopus9
2008	Nguyen, H., Figueiredo, D., Grossglauser, M., & Thiran, P. (2008). Balanced relay allocation on heterogeneous unstructured overlays. In INFOCOM 2008: The 27th Conference on Computer Communications IEEE (pp. 126-130). Online: IEEE.
2008	Nguyen, H., & Roughan, M. (2008). On the correlation of internet packet losses. In Proceeding of the Australasian Telecommunication Networks and Applications Conference (pp. 1-6). CD: IEEE. DOI Scopus6 WoS1
2007	Nguyen, H., & Thiran, P. (2007). The boolean solution to the congested IP link location problem: theory and practice. In IEEE INFOCOM 2007 26th IEEE International Conference on Computer Communications (pp. 2117-2125). Online: IEEE. DOI
2007	Nguyen, H., & Thiran, P. (2007). Network loss inference with second order statistics of end-to-end flows. In Proceedings of the 7th ACM SIGCOMM Internet Measurement Conference, San Diego, USA, 24-26 October, 2007 (pp. 227-240). New York: ACM. DOI
2006	Nguyen, H., & Thiran, P. (2006). Using end-to-end data to infer lossy links in sensor networks. In IEEE INFOCOM 2006 Proceedings of the 25th IEEE International Conference on Computer Communications (pp. 1-12). Online: IEEE.
2005	Dousse, O., Nguyen, H., & Thiran, P. (2005). Deux applications de processus ponctuels aux réseaux de communication. In 20th GRESTI Symposium on Signal and Image Processing 2005 (pp. 269-272). Louvain-la-Neuve, Belgium.
2005	Nguyen, H., & Thiran, P. (2005). Binary Versus Analogue Path Monitoring in IP Networks. In Passive and Active Network Measurement: Lecture Notes in Computer Science, Vol. 3431, 6th International Workshop 2005 Proceedings. (pp. 97-107). Germany: Springer. DOI
2005	Nguyen, H., & Thiran, P. (2005). Failure location in transparent optical networks: The asymmetry between false and missing alarms. In 19th International Teletraffic Congress (ITC 19) 2005. Performance Challenges for Efficient Next generation networks (pp. 991-1000). Beijing, China.
2004	Nguyen, H., & Thiran, P. (2004). Active Measurement for Multiple Link Failures Diagnosis in IP Networks. In Passive and Active Network Measurement: Lecture Notes in Computer Science, Vol. 3051, Proceedings of the Workshop on Passive and Active Measurements (PAM) (pp. 185-194). Berlin: Springer-Verlag. DOI
2004	Nguyen, H., Thiran, P., & Barakat, C. (2004). On the correlation of TCP traffic in backbone networks. In IEEE International Symposium on Circuits and Systems (ISCAS) 2004 Proceedings (pp. 481-484). Online: IEEE.
2001	Nguyen, H., Rajesh, S., & Abbott, D. (2001). Motion detection algorithms using template model. In N. W. Bergmann (Ed.), Proceedings of SPIE - The International Society for Optical Engineering Vol. 4591 (pp. 78-90). PO BOX 10 BELLINGHAM WASHINGTON USA: THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERING. DOI Scopus3 WoS2

Conference Items

Year	Citation
2016	Nguyen, H., Naguleswaran, S., & Webb, M. (2016). Emergency Communication in Australia: Current Situation and Future Directions. Poster session presented at the meeting of Proceedings of The 5th Disaster and Emergency Management Conference. Gold Coast, QLD, Australia.
2013	Ager, B., Balduzzi, M., Barlet-Ros, P., Carvalho, P., Casas, P., Celeda, P., . . . Xie, L. (2013). Welcome message from the WNM chairs. Poster session presented at the meeting of Proceedings - Conference on Local Computer Networks, LCN. Sydney, Australia. DOI

Report for External Bodies

Year	Citation
2018	Costa, A., & Hung, N. (2018). Analysis of Uniti Wireless Speed Test Data.
2016	Coyle, A. J., Nguyen, H., & Northcote, B. (2016). Tactical Radio Modelling - Overview Report.
2015	Northcote, B., Warner, N., McMahon, J. J., Coyle, A., Costa, A., Mihailescu, M., . . . Britton, M. (2015). Devil WCDMA network dimensioning 2015 workshop. Telstra.
2015	Northcote, B., Costa, A., McMahon, J. J., Nguyen, H., Oliu, C., & FitzGerald, D. (2015). TEMS™ Capacity Manager Guadalajara Capacity Analysis Project Validation Report Prepared for AT&T Mexico: TEMS™ Capacity Manager Client Capacity Analysis Project Reports. Reston, VA, USA: The University of Adelaide.
2015	Northcote, B., Costa, A., Nguyen, H., & FitzGerald, D. (2015). TEMS™ Capacity Manager Dar Es Salam Capacity Analysis Report Prepared for Airtel Tanzania: TEMS™ Capacity Manager Client Capacity Analysis Project Reports. Reston, VA, USA: The University of Adelaide.
2015	Northcote, B., Costa, A., Nguyen, H., Warner, N., & FitzGerald, D. (2015). TEMS™ Capacity Manager Mandalay Capacity Analysis Report Prepared for Ooredoo Myanmar: TEMS™ Capacity Manager Client Capacity Analysis Project Reports. Reston, VA, USA: The University of Adelaide.
2015	Northcote, B., Costa, A., Nguyen, H., Warner, N., & FitzGerald, D. (2015). TEMS™ Capacity Manager Mandalay Capacity Analysis Project Validation Report Prepared for Ooredoo Myanmar: TEMS™ Capacity Manager Client Capacity Analysis Project Reports. Reston, VA, USA: The University of Adelaide.
2015	Northcote, B., McMahon, J. J., Nguyen, H., Brooks, T., & FitzGerald, D. (2015). TEMS™ Capacity Manager Atlanta Capacity Analysis Report Prepared for AT&T USA: TEMS™ Capacity Manager Client Capacity Analysis Project Reports. Reston, VA, USA: The University of Adelaide.
2014	Northcote, B., Warner, N., McMahon, J. J., Coyle, A., Costa, A., Mihailescu, M., . . . Li, Y. (2014). Devil WCDMA network dimensioning 2014 workshop. Telstra.
2014	Nguyen, H., & Costa, A. (2014). SAPN Restoration Analysis Forecast Tool v1.0.
2014	Nguyen, H., & Webb, M. R. (2014). Wireless Mesh and Backhaul Solutions for Responder Check-in Systems.
2013	Northcote, B., Warner, N., Coyle, A., Costa, A., Mihailescu, M., Nguyen, H., . . . Li, Y. (2013). Devil WCDMA network dimensioning 2013 workshop. Telstra.
2012	Northcote, B., Warner, N., Coyle, A., Costa, A., Mihailescu, M., Nguyen, H., . . . Yates, S. (2012). Devil WCDMA network dimensioning 2012 workshop. Telstra.
2012	Britton, M., Naguleswaran, S., Nguyen, H., Coyle, A., Yates, S., & Mihailescu, M. (2012). FogNet v4.0 User Guide.
2011	Coyle, A., Nguyen, H., Naguleswaran, S., Britton, M., Porter, C., & Webb, M. R. (2011). SANLab Year 3 Report.
2010	Coyle, A., Nguyen, H., Naguleswaran, S., Britton, M., Porter, C., & Webb, M. R. (2010). SANLab Year 2 Report.

Theses

Year Citation
2008 Nguyen, H. (2008). User-level Internet tomography and overlay routing. (PhD Thesis, Thèse École polytechnique fédérale de Lausanne EPFL).

Year	Citation
2008	Nguyen, H. (2008). User-level Internet tomography and overlay routing. (PhD Thesis, Thèse École polytechnique fédérale de Lausanne EPFL).

Working Paper

Year	Citation
2016	Nguyen, D. U. O. N. G., Nguyen, H. U. N. G., & White, L. A. N. G. (2016). Distributed RAT Selection with Enhanced Reinforcement Learning. Technical Report, The University of Adelaide. DOI
2009	Nguyen, H., Denisa, G., Kurant,, M., Argyraki, K., & Thiran, P. (2009). Fundamental Properties of Routing Matrices and Their Implications for Network Tomography. Technical Report, Swiss Federal Institute of Technology, Lausanne (EPFL).

Software

Year	Citation
2017	Costa, A., Wang, G., Mihailescu, M., & Nguyen, H. (2017). SAPN ERT Tool - Expected Restoration Time Analytics (Version 2.0) [software]. Adelaide: TRC.
2015	Northcote, B., Warner, N., Coyle, A., McMahon, J. J., Mihailescu, M., Costa, A., . . . Britton, M. (2015). TelAri Analytics v2.0 [Computer Software].
2014	Nguyen, H., & Costa, A. (2014). SAPN Restoration Analysis Forecast Tool v1.0 [Computer Software].
2014	Northcote, B., Warner, N., Coyle, A., Yates, S., McMahon, J. J., Mihailescu, M., . . . Li, Y. (2014). TelAri Analytics v1.2 [Computer Software].
2013	Northcote, B., Warner, N., Coyle, A., Yates, S., Mihailescu, M., Costa, A., . . . Li, Y. (2013). TelAri Analytics v1.1 [Computer Software].
2012	Northcote, B., Warner, N., Coyle, A., Yates, S., Mihailescu, M., Costa, A., . . . Li, Y. (2012). TelAri Analytics v1.0 [Computer Software].
2012	Britton, M., Naguleswaran, S., Nguyen, H., Coyle, A., Yates, S., & Mihailescu, M. (2012). FogNet v4.0 [Computer Software].

LIEF Grant, ARC 2015, $270,000
South Australian Small Business Research Challenge Grants, 2014-2015, $22,000
Linkage Project, ARC 2014-2017, $195,000
Grant Improvement, ECMS, The University of Adelaide, 2009 + 2010, $36,000
Conference Leaves, ECMS, The University of Adelaide, 2011+2012, $4,000

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Current Higher Degree by Research Supervision (University of Adelaide)

Date	Role	Research Topic	Program	Degree Type	Student Load	Student Name
2018	Principal Supervisor	Intent-Based Networking for Next Generation Radio (5G) Networks	Doctor of Philosophy	Doctorate	Full Time	Mr Thien Thanh Pham
2017	Co-Supervisor	Routing and security in Mobile adhoc networks	Doctor of Philosophy	Doctorate	Full Time	Mr Ameer Shakayb Arsalaan

Past Higher Degree by Research Supervision (University of Adelaide)

Date	Role	Research Topic	Program	Degree Type	Student Load	Student Name
2015 - 2018	Co-Supervisor	Adaptive Reinforcement Learning for Heterogeneous Network Selection	Doctor of Philosophy	Doctorate	Full Time	Mr Duong Duc Nguyen
2015 - 2018	Co-Supervisor	Community Detection in Complex Networks	Doctor of Philosophy	Doctorate	Full Time	Mr Ba Dung Le

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Memberships

Date Role Membership Country
2004 - ongoing Member IEEE —
2004 - ongoing Member Association for Computing Machinery (ACM) —

Date	Role	Membership	Country
2004 - ongoing	Member	IEEE	—
2004 - ongoing	Member	Association for Computing Machinery (ACM)	—

Position: Senior Research Fellow
Phone: 83136214
Email: hung.nguyen@adelaide.edu.au
Fax: 8313 4395
Campus: North Terrace
Building: Ingkarni Wardli, floor 5
Room: 5 17
Org Unit: Teletraffic Research Centre

Dr Hung Nguyen

Appointments

Language Competencies

Education

Research Interests

Journals

Book Chapters

Conference Papers

Conference Items

Report for External Bodies

Theses

Working Paper

Software

Current Higher Degree by Research Supervision (University of Adelaide)

Past Higher Degree by Research Supervision (University of Adelaide)

Memberships

Connect With Me

External Profiles

Other Links