Matthew Roughan

Prof Matthew Roughan

Professor

School of Mathematical Sciences

College of Science

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

If you want to see details of me and various projects go to my home page at https://roughan.info

If you want to see more about me goto https://roughan.info

Year Citation
2027 Roughan, M. (2027). Finite precision computation of the polylogarithm function for complex parameters and arguments. Journal of Computational and Applied Mathematics, 489, 19 pages.
DOI
2026 Cornell, C., Mitchell, L., & Roughan, M. (2026). Enhancing causal discovery in financial networks with piecewise quantile regression. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 684, 16 pages.
DOI
2026 Rohrlach, A. B., Gnecchi-Ruscone, G. A., Hofmanová, Z., Rácz, Z., Roughan, M., Haak, W., & Tuke, J. (2026). Detecting and Quantifying Networks of Biological Kinship via Exponential Family Random Graph Models.. Genetics, 232(4), iyag053.
DOI Scopus2
2026 Ghalichi, A., Seidualy, M., Rohrlach, A. B., Musralina, L., Gnecchi-Ruscone, G., Hermes, T., . . . Childebayeva, A. (2026). Ancient DNA Reveals Elite Dynastic Rule Among Iron Age Eurasian Steppe Nomads. Science Advances, 12(27), 1-14.
DOI
2026 Parsonage, E., Roughan, M., & Nguyen, H. X. (2026). Transitivity preserving projection in directed hypergraphs. Theoretical Computer Science, 1083, 116141.
DOI
2025 Shorten, D. P., Humphries, M., Maclean, J., Yang, Y., & Roughan, M. (2025). Optimal proposal particle filters for detecting anomalies and manoeuvres from two line element data. Acta Astronautica, 228, 709-723.
DOI Scopus5 WoS5
2025 Mayorga Adame, C. G., Gacutan, J., Charlesworth, B., & Roughan, M. (2025). Unravelling coastal plastic pollution dynamics along southeastern Australia: Insights from oceanographic modelling informed by empirical data. Marine Pollution Bulletin, 213, 117525.
DOI Scopus4
2025 Kalenkova, A., Mitchell, L., & Roughan, M. (2025). Performance Analysis: Discovering Semi-Markov Models From Event Logs. IEEE Access, 13, 38035-1-38053-19.
DOI Scopus4 WoS2
2025 Karunarathne, W., Shorten, D. P., & Roughan, M. (2025). An intelligent conversational agent for querying satellite manoeuvre detections: a case study. Discover Artificial Intelligence, 5(1), 92-1-92-15.
DOI Scopus2
2025 Cornell, C., Mitchell, L., & Roughan, M. (2025). Vector autoregression in cryptocurrency markets: unraveling complex causal networks. JOURNAL OF COMPLEX NETWORKS, 13(4), 15 pages.
DOI Scopus1 WoS1
2025 Hamilton, A. H., Kalenkova, A., & Roughan, M. (2025). The impact of intransitivity on the Elo rating system.. PLoS One, 20(12), e0338261.
DOI Scopus1 WoS1
2025 Dennis-Henderson, A., Roughan, M., & Tuke, J. (2025). Temporal Network Analysis as a Method to Explore Australian World War I Diaries. Journal of Historical Network Research, 12(1), 104-132.
DOI
2024 Smart, B., Roughan, M., & Mitchell, L. (2024). The entropy rate of Linear Additive Markov Processes. PLoS One, 19(4), e0295074-1-e0295074-13.
DOI Scopus1 WoS1 Europe PMC1
2024 Cornell, C., Mitchell, L., & Roughan, M. (2024). Rank is all you need: development and analysis of robust causal networks. Applied Network Science, 9(1), 27 pages.
DOI Scopus2 WoS2
2023 Roughan, M. (2023). Surreal Birthdays and Their Arithmetic. Mathematics Magazine, 96(3), 329-343.
DOI Scopus1
2023 Shorten, D. P., Yang, Y., Maclean, J., & Roughan, M. (2023). Wide-Scale Monitoring of Satellite Lifetimes: Pitfalls and a Benchmark Dataset. Journal of Spacecraft and Rockets, 60(6), 1-5.
DOI Scopus6
2022 South, T., Smart, B., Roughan, M., & Mitchell, L. (2022). Information flow estimation: A study of news on Twitter. Online Social Networks and Media, 31, 1-10.
DOI Scopus12 WoS9
2022 Rahman, P., Beranger, B., Sisson, S., & Roughan, M. (2022). Likelihood-based inference for modelling packet transit from thinned flow summaries. IEEE Transactions on Signal and Information Processing over Networks, 8, 571-583.
DOI Scopus3 WoS4
2022 Hamilton, A., Roughan, M., & Nguyen, G. T. (2022). Boolean Expressions in Firewall Analysis.
2021 South, T., Roughan, M., & Mitchell, L. (2021). Popularity and centrality in Spotify networks: critical transitions in eigenvector centrality. Journal of Complex Networks, 8(6), 19 pages.
DOI Scopus10 WoS5
2021 Hamilton, A., Nguyen, G. T., & Roughan, M. (2021). Counting Candy Crush configurations. Discrete Applied Mathematics, 295, 47-56.
DOI Scopus1
2021 Ranathunga, D., Roughan, M., & Nguyen, H. (2021). Mathematical Reconciliation of Medical Privacy Policies. ACM Transactions on Management Information Systems, 12(1), 1-18.
DOI
2021 Boyle, L. M., Mackay, M., Bean, N., & Roughan, M. (2021). Impact of the COVID-19 pandemic on South Australia's emergency departments: evidence from two lockdowns. Australian Health Review, 45(5), 533-539.
DOI Scopus11 WoS11 Europe PMC9
2021 Feutrill, A., & Roughan, M. (2021). A Review of Shannon and differential entropy rate estimation. Entropy (Basel, Switzerland), 23(8), 1-19.
DOI Scopus63 WoS58 Europe PMC22
2021 Feutrill, A., & Roughan, M. (2021). Convergence of Conditional Entropy for Long Range Dependent Markov
Chains.
2021 Herath, S., Roughan, M., & Glonek, G. (2021). Generating name-like vectors for testing large-scale entity resolution. IEEE Access, 9, 145288-145300.
DOI Scopus1
2021 Herath, S., Roughan, M., & Glonek, G. (2021). High Performance Out-of-sample Embedding Techniques for Multidimensional
Scaling.
2021 Herath, S., Roughan, M., & Glonek, G. (2021). Em-K Indexing for Approximate Query Matching in Large-scale ER.
2020 Roughan, M., Mitchell, L., & South, T. (2020). How the Avengers assemble: ecological modelling of effective cast sizes for movies. PLoS ONE, 15(2), e0223833-1-e0223833-31.
DOI Scopus2 WoS7 Europe PMC1
2020 Gray, C., Mitchell, L., & Roughan, M. (2020). Bayesian inference of network structure from information cascades. IEEE Transactions on Signal and Information Processing over Networks, 6, 371-381.
DOI Scopus15 WoS13
2020 Ranathunga, D., Roughan, M., & Nguyen, H. (2020). Verifiable Policy-Defined Networking using Metagraphs. IEEE Transactions on Dependable and Secure Computing, 19(1), 482-494.
DOI Scopus9 WoS8
2020 Hamza, A., Ranathunga, D., Habibi Gharakheili, H., Benson, T. A., Roughan, M., & Sivaraman, V. (2020). Verifying and Monitoring IoTs Network Behavior using MUD Profiles. IEEE Transactions on Dependable and Secure Computing, 19(1), 17 pages.
DOI Scopus38 WoS32
2020 Roughan, M. (2020). The Polylogarithm Function in Julia.
2020 Roughan, M. (2020). A new non-negative distribution with both finite and infinite support.
2019 Gray, C., Mitchell, L., & Roughan, M. (2019). Generating connected random graphs. Journal of Complex Networks, 7(6), 896-912.
DOI Scopus8 WoS5
2019 Roughan, M. (2019). Practically surreal: Surreal arithmetic in Julia. SoftwareX, 9, 293-298.
DOI Scopus2 WoS2
2019 Ranathunga, D., Roughan, M., Tune, P., Kernick, P., & Falkner, N. (2019). ForestFirewalls: Getting Firewall Configuration Right in Critical
Networks (Technical Report).
2018 Xia, H., Fang, B., Roughan, M., Cho, K., & Tune, P. (2018). A BasisEvolution framework for network traffic anomaly detection. Computer Networks, 135, 15-31.
DOI Scopus17 WoS13
2018 Edwards, M., Mitchell, L., Tuke, J., & Roughan, M. (2018). The one comparing narrative social network extraction techniques.. CoRR, abs/1811.01467.
2018 Hamza, A., Ranathunga, D., Gharakheili, H. H., Roughan, M., & Sivaraman, V. (2018). Clear as MUD: Generating, Validating and Applying IoT Behaviorial
Profiles (Technical Report).
2017 Ranathunga, D., Nguyen, H., & Roughan, M. (2017). MGtoolkit: a python package for implementing metagraphs. SoftwareX, 6, 91-93.
DOI Scopus8 WoS8
2017 Vaisman, R., Roughan, M., & Kroese, D. (2017). The Multilevel Splitting algorithm for graph colouring with application to the Potts model. Philosophical Magazine, 97(19), 1646-1673.
DOI Scopus4 WoS4
2017 Parsonage, E., & Roughan, M. (2017). Fast generation of spatially embedded random networks. IEEE Transactions on Network Science and Engineering, 4(2), 112-119.
DOI Scopus7 WoS6
2017 Tune, P., & Roughan, M. (2017). Controlled synthesis of traffic matrices. IEEE/ACM Transactions on Networking, 25(3), 1582-1592.
DOI Scopus9 WoS5
2016 Ranathunga, D. P., 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 Scopus29 WoS17
2015 Roughan, M., & Tuke, S. (2015). Unravelling Graph-Exchange File Formats.. CoRR, abs/1503.02781.
2015 Tuke, J., & Roughan, M. (2015). All networks look the same to me: Testing for homogeneity in networks.. CoRR, abs/1512.00877.
2015 Henecka, W., & Roughan, M. (2015). Privacy-preserving fraud detection across multiple phone record databases. IEEE Transactions on Dependable and Secure Computing, 12(6), 640-651.
DOI Scopus18 WoS9
2015 Tune, P., & Roughan, M. (2015). Spatiotemporal traffic matrix synthesis. SIGCOMM 2015 - Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 45(4), 579-592.
DOI Scopus43 WoS43
2013 Nguyen, H., & Roughan, M. (2013). Rigorous statistical analysis of internet loss measurements. IEEE - ACM Transactions on Networking, 21(3), 734-745.
DOI Scopus30 WoS30
2013 Nguyen, H., & Roughan, M. (2013). Multi-observer privacy-preserving hidden Markov models. IEEE Transactions on Signal Processing, 61(23), 6010-6019.
DOI Scopus8 WoS4
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 Scopus18 WoS14
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 Scopus5 WoS4
2012 Roughan, M., Zhang, Y., Willinger, W., & Qiu, L. (2012). Spatio-temporal compressive sensing and internet traffic matrices (extended version). IEEE - ACM Transactions on Networking, 20(3), 662-676.
DOI Scopus275 WoS225
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 Scopus1578 WoS1340
2011 Roughan, M., Willinger, W., Maennel, O., Perouli, D., & Bush, R. (2011). 10 lessons from 10 years of measuring and modeling the internet's autonomous systems. IEEE Journal on Selected Areas in Communications, 29(9), 1810-1821.
DOI Scopus136 WoS101
2011 Roughan, M., & Zhang, Y. (2011). GATEway: Symbiotic inter-domain traffic engineering. Telecommunication Systems, 47(1-2), 3-17.
DOI Scopus4 WoS3
2010 Flavel, A., McMahon, J., Shaikh, A., Roughan, M., & Bean, N. (2010). BGP route prediction within ISPs. Computer Communications, 33(10), 1180-1190.
DOI Scopus9 WoS8
2010 Roughan, M. (2010). A case study of the accuracy of SNMP measurements. Journal of Electrical and Computer Engineering, 2010(1), 7 pages.
DOI Scopus23 WoS14
2009 Roughan, M. (2009). The Measurement Paradox in Valiant Network Design. Research Letters in Communications, 2009(1), 1-7.
DOI
2009 Zhang, Y., Roughan, M., Willinger, W., & Qiu, L. (2009). Spatio-temporal compressive sensing and internet traffic matrices. Computer Communication Review, 39(4), 267-278.
DOI Scopus265 WoS131
2009 Roughan, M. (2009). On the beneficial impact of strong correlations for anomaly detection. Stochastic Models, 25(1), 1-27.
DOI Scopus1 WoS1
2008 Roughan, M., Uhlig, S., & Willinger, W. (2008). Internet scalability: properties and evolution. IEEE Network, 22(2), 4-5.
DOI
2008 Ringberg, H., Roughan, M., & Rexford, J. (2008). The need for simulation in evaluating anomaly detectors. Computer Communication Review, 38(1), 55-59.
DOI Scopus58 WoS33
2007 Roughan, M. (2007). Public review for dynamic load balancing without packet reordering. Computer Communication Review, 37(2), 51.
DOI
2007 Roughan, M., & Veitch, D. (2007). Some remarks on unexpected scaling exponents. Computer Communication Review, 37(5), 71-73.
DOI Scopus8 WoS6
2006 Alderson, D., Chang, H., Roughan, M., Uhlig, S., & Willinger, W. (2006). The many facets of Internet topology and traffic. Networks and Heterogeneous Media, 1(4), 569-600.
DOI Scopus59 WoS41
2006 Roughan, M. (2006). A comparison of Poisson and uniform sampling for active measurements. IEEE Journal on Selected Areas in Communications, 24(12), 2299-2312.
DOI Scopus29 WoS21
2006 Roughan, M. (2006). Public Review for Low complexity, stable scheduling algorithms for networks of input queued switches with no or very low speed-up / Claus Bauer. Computer Communication Review, 36(3), 15.
DOI
2006 Roughan, M., & Zhang, Y. (2006). Secure distributed data-mining and its application to large-scale network measurements. Computer Communication Review, 36(1), 7-14.
DOI Scopus28 WoS14
2005 Zhang, Y., Roughan, M., Lund, C., & Donoho, D. (2005). Estimating point-to-point and point-to-multipoint traffic matrices: An information-theoretic approach. IEEE - ACM Transactions on Networking, 13(5), 947-960.
DOI Scopus134 WoS99
2005 Roughan, M. (2005). Simplifying the synthesis of Internet traffic matrices. Computer Communication Review, 35(5), 93-96.
DOI Scopus168 WoS127
2005 Doyle, J., Alderson, D., Li, L., Low, S., Roughan, M., Shalunov, S., . . . Willinger, W. (2005). The "robust yet fragile" nature of the Internet. Proceedings of the National Academy of Sciences of the United States of America, 102(41), 14497-14502.
DOI Scopus396 WoS314 Europe PMC89
2005 Teixeira, R., Duffield, N., Rexford, J., & Roughan, M. (2005). Traffic matrix reloaded: Impact of routing changes. Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence, 3431, 251-264.
DOI Scopus25 WoS19
2003 Roughan, M., & Kalmanek, C. (2003). Pragmatic modeling of broadband access traffic. Computer Communications, 26(8), 804-816.
DOI Scopus12 WoS7
2003 Zhang, Y., Roughan, M., Duffield, N., & Greenberg, A. (2003). Fast accurate computation of large-scale IP traffic matrices from link loads. SIGMETRICS Performance Evaluation Review, 31(1), 206-217.
DOI Scopus285
2002 Erramilli, A., Roughan, M., Veitch, D., & Willinger, W. (2002). Self-similar traffic and network dynamics. Proceedings of the IEEE, 90(5), 800-819.
DOI Scopus130 WoS93
2002 Roughan, M., & Pearce, C. (2002). Martingale methods for analysing single-server queues. Queueing Systems, 41(3), 205-239.
DOI Scopus8 WoS6
2000 Roughan, M., & Pearce, C. (2000). A martingale analysis of hysteretic overload control. Advances in Performance Analysis, 3(1), 1-30.
2000 Roughan, M., Veitch, D., & Abry, P. (2000). Real-time estimation of the parameters of long-range dependence. IEEE ACM Transactions on Networking, 8(4), 467-478.
DOI Scopus81 WoS62
1998 Fransson, J., Johansson, M., Roughan, M., Andrew, L., & Summerfield, M. A. (1998). Design of a medium access control protocol for a WDMA/TDMA photonic ring network. Conference Record IEEE Global Telecommunications Conference, 1, 307-312.
Scopus21 WoS14
1998 Roughan, M., Veitch, D., & Abry, P. (1998). On-line estimation of the parameters of long-range dependence. Conference Record IEEE Global Telecommunications Conference, 6, 3716-3721.
DOI Scopus21 WoS16
1997 Pearce, C., & Roughan, M. (1997). Forward delay times in multi-phase discrete-time renewal processes. Asia-Pacific Journal of Operational Research, 14(1), 77-86.
Scopus1
1996 Roughan, M. (1996). An analysis of a modified M/G/1 queue using a martingale technique. Journal of Applied Probability, 33(1), 224-238.
DOI Scopus2
1996 Roughan, M. (1996). An analysis of a modified M/G/1 queue using a martingale technique. JOURNAL OF APPLIED PROBABILITY, 33(1), 224-238.
DOI WoS2
- Hamilton, A., Kalenkova, A., & Roughan, M. (2026). A Practical Guide to the Multi-Dimensional Elo Rating System. Mathematics, 14(14), 2566.
DOI

Year Citation
2013 Roughan, M., & Chang, R. K. C. (2013). Preface (Vol. 7799 LNCS). Cambridge University Press.
DOI

Year Citation
2026 Cormack, J., Roughan, M., & Nguyen, H. (2026). Classifying Maritime Vessel Behaviour from AIS Using Statistical Features. In T. Balasubramaniam, K. Liao, V. Vetrova, D. Benavides-Prado, Y. L. Boo, & Y. Zhao (Eds.), Communications in Computer and Information Science (Vol. 2325 CCIS, pp. 260-275). SPRINGER-VERLAG SINGAPORE PTE LTD.
DOI
2013 Willinger, W., & Roughan, M. (2013). Internet Topology Research Redux. In Hamed Haddadi and Olivier Bonaventure (Ed.), Recent Advances in Networking SIGCOMM eBook (Vol. 1, pp. 1-59). Online: SIGCOMM.
2013 Tune, P., & Roughan, M. (2013). Internet Traffic Matrices: A Primer. In Hamed Haddadi and Olivier Bonaventure (Ed.), Recent Advances in Networking SIGCOMM eBook (Vol. 1, pp. 1-56). Online: SIGCOMM.
2010 Roughan, M. (2010). Robust network planning. In C. Kalmanek, S. Misra, & Y. Yang (Eds.), Guide to reliable internet services and applications (pp. 1-41). London, UK: Springer.
2010 Roughan, M. (2010). Robust Network Planning. In C. R. Kalmanek, S. Misra, & Y. R. Yang (Eds.), GUIDE TO RELIABLE INTERNET SERVICES AND APPLICATIONS (pp. 137-177). SPRINGER-VERLAG LONDON LTD.
DOI WoS8
2008 Zhang, Y., Ge, Z., Diggavi, S., Mao, Z., Roughan, M., Vaishampayan, V., . . . Zhang, Y. (2008). Internet traffic and multiresolution analysis. In Markov Processes and Related Topics: A Festschrift for Thomas G. Kurtz (pp. 215-234). Lithuania: Institute of Mathematical Statistic.
DOI

Year Citation
2025 Roughan, M. (2025). Evolutionary Generation of Random Surreal Numbers for Benchmarking. In G. Ochoa (Ed.), Gecco 2025 Companion Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion (pp. 167-170). SPAIN, Malaga: ASSOC COMPUTING MACHINERY.
DOI
2025 Howson, T., Rohl, A., Roughan, M., White, M., & Zanotti, J. (2025). CANdid - An Open-Access Annotated Dataset of Vehicle CAN Bus Traffic. In PROCEEDINGS OF THE 3RD USENIX SYMPOSIUM ON VEHICLE SECURITY AND PRIVACY, VEHICLESEC'25 (pp. 27-44). WA, Seattle: USENIX ASSOC.
2024 Cornell, C., Mitchell, L., & Roughan, M. (2024). Rank Is All You Need: Robust Estimation of Complex Causal Networks. In Studies in Computational Intelligence Vol. 1143 SCI (pp. 468-482). Online: Springer Nature Switzerland.
DOI Scopus1 WoS1
2024 Shorten, D. P., Karunarathne, W., & Roughan, M. (2024). How Is Starlink Manoeuvring? An Analysis of Patterns in the Manoeuvres of Starlink Satellites. In Proceedings of the 9th International Conference on Internet of Things, Big Data and Security (IoTBDS 2024) (pp. 174-184). Online: SCITEPRESS.
DOI Scopus6
2024 Rohl, A., Roughan, M., White, M., & Chambers, A. (2024). Poster: Packet Field Tree: a hybrid approach and open database for automated protocol reverse-engineering. In SIGCOMM Posters and Demos 2024 - Proceedings of the 2024 SIGCOMM Poster and Demo Sessions, Part of: SIGCOMM 2024 (pp. 13-15). AUSTRALIA, Sydney: ACM.
DOI Scopus1 WoS1
2024 Rohl, A., Roughan, M., White, M., & Chambers, A. (2024). Packet Field Tree: a Hybrid Approach for Automated Protocol Reverse-Engineering. In Proceedings - 2024 9th International Conference on Communication, Image and Signal Processing, CCISP 2024 (pp. 160-169). Gold Coast, Australia: IEEE.
DOI Scopus1
2023 Rohl, A., Roughan, M., White, M., & Chambers, A. (2023). Packet Field Tree: a hybrid approach to automated protocol reverse-engineering. In TMA 2023 - Proceedings of the 7th Network Traffic Measurement and Analysis Conference (pp. 4 pages). Online: IEEE.
DOI
2023 Cornell, C., Mitchell, L., & Roughan, M. (2023). Vector Autoregression in Cryptocurrency Markets: Unraveling Complex
Causal Networks.
2023 Wang, G., Costa, A., Karunarathne, W., Roughan, M., Miller, S., & Pitchford, W. (2023). A strategic planning model for the operation plan in lamb supply chains. In Proceedings of 25th International Congress on Modelling and Simulation. (pp. 1003-1009). Online: Modelling and Simulation Society of Australia and New Zealand.
DOI Scopus3
2022 Smart, B., Watt, J., Benedetti, S., Mitchell, L., & Roughan, M. (2022). #IStandWithPutin Versus #IStandWithUkraine: The Interaction of Bots and Humans in Discussion of the Russia/Ukraine War. In Lecture Notes in Computer Science Vol. 13618 LNCS (pp. 34-53). Online: Springer International Publishing.
DOI Scopus26
2020 Gray, C., Mosig, C., Bush, R., Pelsser, C., Roughan, M., Schmidt, T. C., & Wahlisch, M. (2020). BGP beacons, network tomography, and Bayesian Computation to locate route flap damping. In Proceedings of the ACM Internet Measurement Conference (IMC 2020) (pp. 492-505). online: Association for Computing Machinery.
DOI Scopus31 WoS23
2020 Herath, S., Roughan, M., & Glonek, G. (2020). Landmarks-based blocking method for large-scale entity resolution. In Proceedings of the 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020 (pp. 773-774). online: IEEE.
DOI
2020 Feutrill, A., Roughan, M., Ross, J., & Yarom, Y. (2020). A queueing solution to reduce delay in processing of disclosed vulnerabilities. In Proceedings of the 2nd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA 2020) (pp. 1-11). online: IEEE.
DOI Scopus1 WoS1
2020 Edwards, M., Tuke, S., Roughan, M., & Mitchell, L. (2020). The one comparing narrative social network extraction techniques. In M. Atzmüller, M. Coscia, & R. Missaoui (Eds.), Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM2020) (pp. 905-913). online: IEEE.
DOI Scopus12 WoS8
2020 Dennis-Henderson, A., Roughan, M., Mitchell, L., & Tuke, J. (2020). Life still goes on: Analysing Australian WW1 Diaries through Distant Reading. In S. DeGaetano, A. Kazantseva, N. Reiter, & S. Szpakowicz (Eds.), PROCEEDINGS OF THE 4TH JOINT SIGHUM WORKSHOP ON COMPUTATIONAL LINGUISTICS FOR CULTURAL HERITAGE, SOCIAL SCIENCES, HUMANITIES AND LITERATURE (pp. 90-104). ELECTR NETWORK: ASSOC COMPUTATIONAL LINGUISTICS-ACL.
WoS2
2019 Roughan, M., Tuke, J., & Parsonage, E. (2019). Estimating the parameters of the Waxman random graph. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 11631 LNCS (pp. 71-86). Switzerland: Springer.
DOI Scopus2 WoS1
2019 Tune, P., Roughan, M., & Wiren, C. (2019). Hierarchical Traffic Matrices: Axiomatic Foundations to Practical Traffic Matrix Synthesis. In 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings (pp. 1591-1600). online: IEEE.
DOI Scopus1 WoS1
2019 Michaelson, G., Roughan, M., Tuke, J., Wand, M. P., & Bush, R. (2019). Rasch analysis of HTTPS reachability. In Proceedings of the IFIP Networking Conference 2018 (pp. 1-9). New York: IEEE.
DOI
2018 Gray, C. G., Mitchell, L., & Roughan, M. (2018). Super-blockers and the effect of network structure on information cascades. In Proceedings of the 1st International Workshop on Online Social Networks and Media: Network Properties and D ynamics (OSNED 2018), as published in WWW ’18 Companion: The 2018 Web Conference Companion (pp. 1435-1441). New York: Association for Computing Machinery.
DOI Scopus11 WoS10
2018 Hamza, A., Ranathunga, D., Gharakheili, H. H., Roughan, M., & Sivaraman, V. (2018). Clear as MUD: Generating, validating and applying IoT behavioral profiles. In Proceedings of the ACM SIGCOMM 2018 Workshop on IoT Security and Privacy (IoT S&P'18) (pp. 8-14). New York, NY, USA: Association for Computing Machinery.
DOI Scopus95 WoS71
2018 Feutrill, A., Ranathunga, D., Yarom, Y., & Roughan, M. (2018). The Effect of Common Vulnerability Scoring System Metrics on Vulnerability Exploit Delay. In 2018 Sixth International Symposium on Computing and Networking (CANDAR) (pp. 1-10). Hida Takayama, Japan: IEEE.
DOI Scopus44 WoS36
2018 Michaelson, G., Roughan, M., Tuke, J., Wand, M. P., & Bush, R. (2018). Rasch analysis of HTTPS reachability. In C. Casetti, F. Kuipers, J. P. G. Sterbenz, & B. Stiller (Eds.), 17th International IFIP TC6 Networking Conference, Networking 2018 (pp. 1-9). Switzerland: IFIP Open Digital Library.
2017 Tarca, S., Roughan, M., Ertugrul, N., & Bean, N. (2017). Dispatchability of Wind Power with Battery Energy Storage in South Australia. In F. Alam, R. Jazar, & H. Chowdhury (Eds.), Energy Procedia. 1st International Conference on Energy and Power Vol. 110 (pp. 1-7). Online: ELSEVIER SCIENCE BV.
DOI Scopus12 WoS10
2017 Gong, L., Huang, L., Tune, P., Han, J., Chuah, C., Roughan, M., & Xu, J. (2017). ForestStream: Accurate measurement of cascades in online social networks. In 2017 26th International Conference on Computer Communications and Networks, ICCCN 2017 (pp. 1-9). Vancouver: IEEE.
DOI Scopus1
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 Scopus3 WoS3
2016 Ranathunga, D., Roughan, M., Kernick, P., & Falkner, N. (2016). Towards standardising firewall reporting. In A. Becue, N. CuppensBoulahia, F. Cuppens, S. Katsikas, & C. Lambrinoudakis (Eds.), Security of Industrial Control Systems and Cyber Physical Systems Vol. 9588 (pp. 127-143). Vienna, Austria: Springer.
DOI Scopus1
2016 Ranathunga, D., Roughan, M., Kernick, P., & Falkner, N. (2016). Malachite: firewall policy comparison. In Proceedings of the IEEE Symposium on Computers and Communications Vol. 2016-August (pp. 310-317). Messina, Italy: IEEE.
DOI Scopus10 WoS7
2016 Ranathunga, D., Roughan, M., Kernick, P., & Falkner, N. (2016). The mathematical foundations for mapping policies to network devices. In C. Callegari, M. VanSinderen, P. Sarigiannidis, P. Samarati, E. Cabello, P. Lorenz, & M. Obaidat (Eds.), Proceedings of the 13th International Joint Conference on e-Business and Telecommunications Vol. 4 (pp. 197-206). Lisbon, Portugal: SCITEPRESS.
DOI Scopus11 WoS10
2016 Tune, P., Roughan, M., & Cho, K. (2016). A comparison of information criteria for traffic model selection. In T. Wysocki, & B. Wysocki (Eds.), Proceedings of the 10th International Conference on Signal Processing and Communication Systems (ICSPCS 2016) (pp. 1-10). Piscataway, NJ: IEEE.
DOI Scopus2 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 Scopus6
2015 Roughan, M., & Tuke, J. (2015). The hitchhikers guide to sharing graph data. In Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, FiCloud and 2015 International Conference on Open and Big Data, OBD 2015 (pp. 435-442). Rome, italy: IEEE.
DOI Scopus3 WoS1
2015 Henecka, W., & Roughan, M. (2015). Lossy compression of dynamic, weighted graphs. In Proceedings - 2015 International Conference on Future Internet of Things and Cloud, FiCloud 2015 and 2015 International Conference on Open and Big Data, OBD 2015 (pp. 427-434). Rome, ITALY: IEEE COMPUTER SOC.
DOI Scopus7 WoS6
2015 Tune, P., & Roughan, M. (2015). Spatiotemporal Traffic Matrix Synthesis. In Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication (pp. 579-592). ACM.
DOI
2014 Tune, P., & Roughan, M. (2014). Network-design sensitivity analysis. In SIGMETRICS 2014: Proceedings of the 2014 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems Vol. 42 (pp. 449-461). Austin, Texas: Association for Computing Machinery.
DOI Scopus6
2014 Tune, P., & Roughan, M. (2014). Maximum entropy traffic matrix synthesis. In Performance Evaluation Review Vol. 42 (pp. 43-45). Turin, Italy: Association for Computing Machinery.
DOI Scopus3
2014 Bowden, R., Roughan, M., & Bean, N. (2014). COLD: Pop-level network topology synthesis. In Proceedings of the 10th Conference on Emerging Networking Experiments and Technologies (pp. 173-184). Sydney, NSW: ACM.
DOI Scopus8 WoS7
2014 Tune, P., & Roughan, M. (2014). Network-design sensitivity analysis. In The 2014 ACM international conference on Measurement and modeling of computer systems (pp. 449-461). ACM.
DOI
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 Scopus4 WoS3
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 Scopus10 WoS6
2013 Henecka, W., & Roughan, M. (2013). STRIP: privacy-preserving vector-based routing. In X. Fu, V. Hilt, T. Wolf, L. Zhang, & Z. Zhang (Eds.), 2013 21st IEEE International Conference on Network Protocols (ICNP) (pp. 1-10). Gottingen, Germany: IEEE.
DOI Scopus12 WoS4
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
2012 Knight, S., Jaboldinov, A., Maennel, O., Phillips, I., & Roughan, M. (2012). AutoNetkit: simplifying large scale, open-source network experimentation. In Proceedings of ACM SIGCOMM 2012 Conference Applications, Technologies, Architectures, and Protocols for Computer Communication Vol. 42 (pp. 97-98). online: ACM.
DOI Scopus3 WoS3
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 Scopus6 WoS4
2012 Henecka, W., Bean, N., & Roughan, M. (2012). Conversion of real-numbered privacy-preserving problems into the integer domain. In Information and Communications Security Vol. 7618 LNCS (pp. 131-141). Hong Kong, China: Springer.
DOI
2012 Knight, S., Jaboldinov, A., Maennel, O., Phillips, I., & Roughan, M. (2012). AutoNetkit. In Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication (pp. 97-98). ACM.
DOI
2011 Tian, H., Roughan, M., Sang, Y., & Shen, H. (2011). Diffusion wavelets-based analysis on traffic matrices. In Proceedings of the 2011 12th IEEE International Conference on Parallel and Distributed Computing, Applications and Technologies (pp. 116-121). USA: IEEE.
DOI Scopus9
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 Scopus24 WoS5
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.
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2011 Balzano, L., Nowak, R., & Roughan, M. (2011). On the success of network inference using a Markov routing model. In Proceedings of ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing (pp. 3108-3111). USA: IEEE.
DOI
2011 Sommers, J., Bowden, R., Eriksson, B., Barford, P., Roughan, M., & Duffield, N. (2011). Efficient network-wide flow record generation. In Proceedings of IEEE INFOCOM 2011 (pp. 2363-2371). USA: IEEE.
DOI Scopus37 WoS20
2011 Bowden, R., Roughan, M., & Bean, N. (2011). Network link tomography and compressive sensing. In Proceedings of SIGMETRICS '11 Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems Vol. 39 (pp. 159-160). United States: Association for Computing Machinery, Inc..
DOI Scopus2
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.
2010 Eriksson, B., Barfold, P., Bowden, R., Duffield, N., Sommers, J., & Roughan, M. (2010). BasisDetect: A model-based network event detection framework. In Proceedings of 10th Internet Measurement Conference, IMC'10 (pp. 451-464). Australia: ACM.
DOI Scopus26
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 Scopus4
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 Scopus6 WoS2
2009 Flavel, A., McMahon, J., Shaikh, A., Roughan, M., & Bean, N. (2009). Humpty Dumpty: Putting iBGP Back Together Again. In Proceedings of the 8th International IFIP-TC 6 Networking Conference Vol. 5550 LNCS (pp. 52-65). Germany: Springer.
DOI
2009 Rincon, D., & Roughan, M. (2009). Ongoing work on MRA of traffic matrices. In Proceedings of EuroNFT09 (pp. 1-2). Paris: euroNF.
2009 Bush, R., Maennel, O., Roughan, M., & Uhlig, S. (2009). Internet optometry: Assessing the broken glasses in internet reachability. In Proceedings of the 9th ACM SIGCOMM conference on internet measurement (pp. 1-12). New York: ACM.
DOI Scopus78 WoS38
2009 Webb, M., Rumsewicz, M., & Roughan, M. (2009). Measurement, modelling, and management as core competencies for effective and efficient network operations. In Proceedings of the MilCIS 2009: the way ahead (pp. 1-5). Australia: UNSW.
2009 Bednarz, A., Bean, N., & Roughan, M. (2009). Hiccups on the road to privacy-preserving linear programming. In Proceedings of WPES'09 (pp. 117-120). United States: Association for Computing Machinery, Inc..
DOI Scopus27
2009 Flavel, A., & Roughan, M. (2009). Stable and flexible iBGP. In Proceedings of SIGCOMM 2009 Vol. 39 (pp. 183-194). New York: Association for Computing Machinery.
DOI Scopus8 WoS1
2009 Flavel, A., & Roughan, M. (2009). Stable and Flexible iBGP. In ACM SIGCOMM COMPUTER COMMUNICATION REVIEW Vol. 39 (pp. 183-194). Barcelona, SPAIN: ASSOC COMPUTING MACHINERY.
DOI WoS8
2008 Tian, H., Shen, H., & Roughan, M. (2008). Maximizing networking lifetime in wireless sensor networks with regular topologies. In Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies (pp. 211-217). USA: IEEE.
DOI Scopus15 WoS8
2008 Flavel, A., Roughan, M., Bean, N., & Shaikh, A. (2008). Where’s Waldo? practical searches for stability in iBGP. In Proceedings of the IEEE 16th ICNP 2008 (pp. 308-317). CD: IEEE.
DOI Scopus13 WoS4
2008 Flavel, A., Maennel, O., Chiera, B., Roughan, M., & Bean, N. (2008). CleanBGP: Verifying the consistency of BGP data. In Proceedings of the International Network Management Workshop (pp. 1-6). CD: IEEE.
DOI Scopus4
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 WoS2
2008 Arnold, J., Maennel, O., Flavel, A., McMahon, J., & Roughan, M. (2008). Quantitative analysis of incorrectly-configured bogon-filter detection. In Proceeding of the Australasian Telecommunication Networks and Applications Conference 2008 (pp. 1-6). USA: IEEE.
DOI Scopus2 WoS3
2008 Roughan, M., & Zhang, Y. (2008). GATEway: Symbiotic inter-domain traffic engineering. In Proceedings of the Internet Measurement Conference 08 (pp. 1-10). Greece: ICST.
DOI
2008 Rincon, D., Roughan, M., & Willinger, W. (2008). Towards a meaningful MRA of traffic matrices. In Proceedings of the Internet Measurement Conference 08 (pp. 1-6). Greece: IMC.
DOI Scopus15 WoS10
2008 Coyle, A., Kraetzl, M., Maennel, O., & Roughan, M. (2008). On the predictive power of shortest-path weight inference. In Proceedings of the Internet Measurement Conference 08 (pp. 1-6). Greece: ACM.
DOI
2008 Roughan, M., Tuke, S., & Maennel, O. (2008). Bigfoot, Sasquatch, the Yeti and other missing links: what we don't know about the AS graph. In Proceedings of the Internet Measurement Conference (pp. 1-8). USA: IEEE.
DOI Scopus41 WoS17
2007 Bush, R., Hiebert, J., Maennel, O., Roughan, M., & Uhlig, S. (2007). Testing the reachability of (new) address space. In Proceedings of the 2007 SIGCOMM workshop on Internet network management (pp. 236-241). New York, USA: Association for Computing Machinery.
DOI Scopus21
2007 Flavel, A., Roughan, M., Bean, N., & Maennel, O. (2007). Modeling BGP table fluctuations. In L. Mason, T. Drwiega, & J. Yan (Eds.), Proceedings of the 20th International Teletraffic Congress, ITC20 2007 Vol. 4516 LNCS (pp. 141-153). Berlin: Springer.
DOI Scopus3 WoS2
2007 Arnold, J., Bean, N., Kraetzl, M., & Roughan, M. (2007). Node localisation in wireless ad hoc networks. In A. Dadej (Ed.), Proceedings of the 2007 15th IEEE International Conference on Networks (pp. 425-430). Adelaide, Australia: IEEE.
DOI Scopus7
2007 Chiera, B., Kraetzl, M., Roughan, M., & White, L. (2007). Use of a cepstral information norm for anomaly detection in a BGP-inferred interent. In B. Chiera (Ed.), Proceedings of the 8th Australian Communication Theory Workshop (pp. 116-121). CDROM: IEEE.
Scopus1
2007 Roughan, M., & Arnold, J. (2007). Multiple target localisation in sensor networks with location privacy. In Frank Stajano (Ed.), Proceedings of ESAS 2007, the Fourth European Workshop on Security and Privacy in Ad-hoc and Sensor Networks Vol. 4572 (pp. 116-128). Germany: Springer.
DOI WoS4
2007 Arnold, J., Bean, N., Kraetzl, M., Roughan, M., & Sorell, M. (2007). Topology reconstruction and characterisation of wireless ad hoc networks. In J. Thompson, & I. Andonovic (Eds.), Proceedings of the 2007 IEEE International Conference on Communications (pp. 1-8). CDROM: IEEE.
DOI Scopus2
2007 Roughan, M., & Arnold, J. (2007). Data fusion without data fusion: localization and tracking without sharing sensitive information. In P. Mareels (Ed.), Proceedings of Information, Decision and Control 2007 (pp. 136-141). Australia: IEEE.
DOI Scopus3
2007 Roughan, M., & Arnold, J. (2007). Multiple target localisation in sensor networks with location privacy. In Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics Vol. 4572 LNCS (pp. 116-128). Springer Berlin Heidelberg.
DOI Scopus5
2007 Roughan, M., & Arnold, J. (2007). Data fusion without data fusion: localization and tracking without sharing sensitive information. In 2007 INFORMATION DECISION AND CONTROL (pp. 54-+). Adelaide, AUSTRALIA: IEEE.
2006 Roughan, M., Li, J., Bush, R., Mao, Z., & Griffin, T. (2006). Is BGP update storm a sign of trouble: Observing the internet control and data planes during internet worms. In M. Obaidat (Ed.), Proceedings of SPECTS 2006 (pp. 1-8). USA: IEEE.
Scopus4
2006 Li, J., Bush, R., Mao, Z., Griffin, T., Roughan, M., Stutzbach, D., & Purpus, E. (2006). Watching data streams toward a multi-homed sink under routing changes introduced by a BGP beacon. In M. Roughan, & M. Allman (Eds.), Proceedings of PAM2006 (pp. 111-120). Australia: Intel.
2006 Roughan, M., & Zhang, Y. (2006). Privacy-preserving performance measurements. In Jaideep Chandrashekar (Ed.), Proceedings of the ACM SIGCOMM MineNet'06 Vol. 2006 (pp. 329-334). Italy: ACM.
DOI Scopus9
2006 Muhlbauer, W., Feldmann, A., Maennel, O., Roughan, M., & Uhlig, S. (2006). Building an AS-topology model that captures route diversity. In T. Anderson, & N. McKeown (Eds.), Proceedings of sigcomm 2006 Vol. 36 (pp. 195-206). USA: acm Press.
DOI Scopus75 WoS53
2006 Roughan, M. (2006). Public review for the devil and packet trace anonymization. In Computer Communication Review Vol. 36 (pp. 27-28). Association for Computing Machinery (ACM).
DOI Scopus1
2005 Roughan, M. (2005). BGP Tomography. In Proceedings of The International Society for Business and Industrial Statistics (ISBIS 4) 2005. Palm Cove, QLD Australia.
2005 Roughan, M. (2005). First order characterization of Internet traffic matrices. In Proceedings of the 55th session of the International Statistics Institute. Sydney, NSW Australia.
2005 Roughan, M. (2005). Fundamental bounds on the accuracy of network performance measurements. In Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems (pp. 253-264). New York, USA: ACM Press.
DOI
2005 Zhang, Y., Ge, Z., Greenberg, A., & Roughan, M. (2005). Network Anomography. In Proceedings IMC '05, 2005 Internet Measurement Conference (pp. 317-330). Berkely, California USA: Usenix.
Scopus196
2005 Roughan, M. (2005). Fundamental bounds on the accuracy of network performance measurements. In Performance Evaluation Review Vol. 33 (pp. 253-264). Association for Computing Machinery (ACM).
DOI Scopus31
2005 Diot, C., Rexford, J., Paxson, V., Barakat, C., Biersack, E., Crovella, M., . . . Roughan, M. (2005). Incoming editor's message. In Computer Communication Review Vol. 35 (pp. 2).
2004 Roughan, M., Sen, S., Spatscheck, O., & Duffield, N. (2004). Class-of-service mapping for QoS: A statistical signature-based approach to IP traffic classification. In A. Lombardo, & J. Kurose (Eds.), Proceedings of the 4th ACM SIG COMM Conference on Internet Management (pp. 135-148). New York, USA: ACM.
DOI Scopus487
2004 Roughan, M., Griffin, T., Mao, M., Greenberg, A., & Freeman, B. (2004). IP forwarding anomalies and improving their detection using multiple data sources. In J. Bennett, & M. Allman (Eds.), Proceedings of the ACM SIGCOMM 2004 (pp. 307-318). Oregon, USA: ACM.
DOI Scopus27
2004 Roughan, M., Griffin, T., Mao, M., Greenberg, A., & Freeman, B. (2004). Combining routing and traffic data for detection of IP forwarding anomalies. In E. Coffman Jr (Ed.), Proceedings of Sigmetrics - Performance 2004 (pp. www 1-www 2). http://www1.cs.columbia.edu/~sigm2004/index.html: ACM Sigmetrics.
2004 Roughan, M., Griffin, T., Mao, M., Greenberg, A., & Freeman, B. (2004). Combining routing and traffic data for detection of IP forwarding anomalies. In Performance Evaluation Review Vol. 32 (pp. 416-417). Association for Computing Machinery (ACM).
DOI Scopus20
2003 Roughan, M. (2003). Traffic matrices and network topology. In UCLA IPAM Workshop (2003: Lake Arrowhead, CA, USA). Los Angeles, CA, USA.
2003 Roughan, M. (2003). Estimation of point-to-multipoint demands matrices from SNMP link traffic. In Internet Traffic Matrices Estimation (Intimate 2003). Paris, France.
2003 Gerber, A., Houle, J., Nguyen, H., Roughan, M., & Sen, S. (2003). P2P the gorilla in the cable. In Proceedings of National Cable & Telecommunications Association (NCTA) 2003 National Show (pp. 12 pages). Chicago, IL, USA: National Cable & Telecommunications Association.
2003 Roughan, M., Thorup, M., & Zhang, Y. (2003). Performance of estimated traffic matrices in traffic engineering. In Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems (pp. 326-327). New York, NY USA: ACM Press.
2003 Roughan, M., & Spatscheck, O. (2003). What does the mean mean?. In Providing quality of service in heterogeneous environments : proceedings of the 18th International Teletraffic Congress--ITC-18, Berlin, Germany, 31 August-5 September 2003 Vol. 5A-B (pp. 221-240). Amsterdam ; Boston: Elsevier.
WoS4
2003 Roughan, M., Greenberg, A., Kalmanek, C., Rumsewicz, M., Yates, J., & Zhang, Y. (2003). Experience in measuring internet backbone traffic variability: Models metrics measurements and meaning. In Proceedings of the 18th International Teletraffic Congress (ICT-18) Vol. 5A-B (pp. 379-388). Berlin, Germanay: ELSEVIER SCIENCE BV.
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2003 Mao, Z., Bush, R., Griffin, T., & Roughan, M. (2003). BGP beacons. In Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement (pp. 1-14). New York, NY USA: ACM Press.
DOI Scopus61
2003 Roughan, M., Thorup, M., & Zhang, Y. (2003). Traffic engineering with estimated traffic matrices. In Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement (pp. 248-258). New York, NY USA: ACM Press.
DOI Scopus135
2003 Zhang, Y., Roughan, M., Greenberg, A., Donoho, D., Duffield, N., Lund, C., & Nguyen, Q. (2003). How to compute accurate traffic matrices for your network in seconds. In Proceedings of NANOG 29, Chicago 19-21 October 2003. Chicago, IL, USA.
2003 Zhang, Y., Roughan, M., Lund, C., & Donoho, D. (2003). An information-theoretic approach to traffic matrix estimation. In SIGCOMM '03 Proceedings Vol. 33 (pp. 301-312). New York, NY USA: ACM Press.
DOI Scopus116 WoS62
2003 Roughan, M., Thorup, M., & Zhang, Y. (2003). Performance of traffic in traffic engineering. In Performance Evaluation Review Vol. 31 (pp. 326-327). Association for Computing Machinery (ACM).
DOI Scopus6
2003 Zhang, Y., Roughan, M., Lund, C., & Donoho, D. (2003). An information-theoretic approach to traffic matrix estimation. In Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications (pp. 301-312). ACM.
DOI
2002 Roughan, M., Erramilli, A., & Veitch, D. (2002). Performance estimation for short-lived TCP sources. In Proceedings of the Ninth IEEE International Workshop on Computer-Aided Modeling, Analysis and Design of Communication Links and Networks (CAMAD) New York, April 2002. New York, NY, USA: IEEE.
2002 Shaikh, A., Isett, C., Greenberg, A., Roughan, M., & Gottlieb, J. (2002). A case study of OSPF behavior in a large enterprise network. In Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment 2002 (pp. 217-230). New York, NY, USA: ACM Press.
DOI Scopus55 WoS17
2002 Roughan, M., Greenberg, A., Kalmanek, C., Rumsewicz, M., Yates, J., & Zhang, Y. (2002). Experience in measuring backbone traffic variability: models metrics measurements and meaning. In Proceedings of the Second Internet Measurement Workshop : IMW 2002 : Marseille, France, November 6-8, 2002 (pp. 91-92). New York, NY, USA: ACM Press.
DOI Scopus126 WoS72
2002 Roughan, M., & Gottlieb, J. (2002). Large-scale measurement and modeling of backbone Internet traffic. In Proceedings of SPIE Vol. 4865 (pp. 190-201). San Jose, California USA: SPIE.
DOI Scopus10 WoS1
2002 Roughan, M. (2002). SNMP: Simple network measurements please. In IPAM Workshop on 'Large-Scale Communication Networks: Topology, Routing, Traffic and Control'. UCLA, Los Angeles, CA, USA.
2002 Pongpaibool, P., Doverspike, R., Roughan, M., & Gottlieb, J. (2002). Handling IP traffic surges via optical layer reconfiguration. In Proceedings of Optical Fiber Communication Conference and Exhibit, 2002. (OFC 2002) Vol. 70 (pp. 427-428). Anaheim, CA, USA.
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2001 Roughan, M., Erramilli, A., & Veitch, D. (2001). Network performance for TCP networks part I: Persistent Sources. In Teletraffic Engineering in the Internet Era: Proceedings of the International teletraffic Congress (ITC-17) (pp. 857-868). North-Holland: Elsevier Science Ltd.
2001 Arvidsson, A., Roughan, M., & Ryden, T. (2001). On the origins of long-range dependence in TCP traffic. In Teletraffic Engineering in the Internet Era, the proceedings of the 17th International Teletraffic Congress (ITC-17) (pp. 895-906). North-Holland: Elsevier Science Ltd.
2001 Low, S., & Roughan, M. (2001). TCP congestion controls: Algorithms and models. In Proceedings of IEEE Infocom 2001. Anchorage, Alaska USA.
1999 Daigle, J. N., & Roughan, M. (1999). Queue-length distributions for multi-priority queueing systems. In Proceedings IEEE INFOCOM Vol. 2 (pp. 641-648). NY, NEW YORK: IEEE.
DOI Scopus4 WoS1
1999 Roughan, M., & Veitch, D. (1999). Measuring long-range dependence under changing traffic conditions. In Proceedings IEEE INFOCOM Vol. 3 (pp. 1513-1521). NY, NEW YORK: IEEE.
DOI Scopus46 WoS19
1999 Roughan, M., & Pearce, C. E. M. (1999). Analysis of a hysteretic overload control. In P. Key, & D. Smith (Eds.), TELETRAFFIC ENGINEERING IN A COMPETITIVE WORLD Vol. 3 (pp. 293-302). EDINBURGH, SCOTLAND: ELSEVIER SCIENCE BV.
1999 Roughan, M., & Veitch, D. (1999). A study of the daily variation in the self-similarity of real data traffic. In P. Key, & D. Smith (Eds.), TELETRAFFIC ENGINEERING IN A COMPETITIVE WORLD Vol. 3 (pp. 67-76). SCOTLAND, EDINBURGH: ELSEVIER SCIENCE BV.
WoS1
1998 Pan, H., Okello, N., McMichael, D., & Roughan, M. (1998). Fuzzy causal probabilistic networks and multisensor data fusion. In J. Zhou, A. K. Jain, T. Zhang, Y. Zhu, M. Ding, & J. Liu (Eds.), Proceedings of SPIE the International Society for Optical Engineering Vol. 3545 (pp. 550-561). WUHAN, PEOPLES R CHINA: SPIE-INT SOC OPTICAL ENGINEERING.
DOI Scopus7 WoS1
1998 Roughan, M., Veitch, D., & Rumsewicz, M. (1998). Computing queue-length distributions for power-law queues. In Proceedings IEEE INFOCOM Vol. 1 (pp. 356-363). SAN FRANCISCO, CA: IEEE.
DOI Scopus21 WoS13

Year Citation
- Howson, T., Rohl, A., Roughan, M., White, M., & Zanotti, J. (n.d.). CANdid.
DOI
- Roughan, M., Nguyen, H., & Falkner, N. (n.d.). Internet Topology Zoo (Data Set).
DOI

Year Citation
2026 Hamilton, A., Kalenkova, A., & Roughan, M. (2026). A Practical Guide to the Multi-Dimensional Elo Rating System.
DOI
2025 Roughan, M. (2025). Evolutionary Generation of Random Surreal Numbers for Benchmarking.
2025 Rohrlach, A., Gnecchi-Ruscone, G. A., Hofmanová, Z., Roughan, M., Haak, W., & Tuke, J. (2025). Detecting and Quantifying Networks of Biological Kinship via Exponential Family Random Graph Models.
DOI
2023 Shorten, D. P., Maclean, J., Humphries, M., Yang, Y., & Roughan, M. (2023). Optimal Proposal Particle Filters for Detecting Anomalies and Manoeuvres
from Two Line Element Data.
2022 Kalenkova, A., Mitchell, L., & Roughan, M. (2022). Performance Analysis: Discovering Semi-Markov Models From Event Logs.
2022 Smart, B., Roughan, M., & Mitchell, L. (2022). The entropy rate of Linear Additive Markov Processes.
2021 Feutrill, A., & Roughan, M. (2021). Differential Entropy Rate Characterisations of Long Range Dependent
Processes.
2021 Feutrill, A., & Roughan, M. (2021). NPD Entropy: A Non-Parametric Differential Entropy Rate Estimator.
2020 Herath, S., Roughan, M., & Glonek, G. (2020). Simulating Name-like Vectors for Testing Large-scale Entity Resolution.
2020 Roughan, M. (2020). How to Write a Review for a Scientific or Mathematical Paper.
DOI
2020 Roughan, M. (2020). Video Assessment Tasks in Tertiary Education: Practice and Experience in STEM.
DOI
2017 Michaelson, G., Roughan, M., Tuke, J., Wand, M. P., & Bush, R. (2017). Rigorous statistical analysis of HTTPS reachability..

Date Role Research Topic Program Degree Type Student Load Student Name
2025 Principal Supervisor Collecting and analysing real-world network topologies for novel algorithm application. Master of Philosophy Master Full Time Mr Benjamin Jack Lang
2025 Co-Supervisor Understanding Online Influence via the Interplay between Narratives, Social Networks and Online-offline Interactions Master of Philosophy Master Full Time Mr Yi Ren
2024 Co-Supervisor Establishing an MGE-based network approach for identifying AMR inheritance clusters Doctor of Philosophy Doctorate Full Time Mr Max Docherty-Kenny
2024 Co-Supervisor Human Centred Artificial Intelligence Design for Optimal Medical Device Asset Management in Healthcare Institutions Doctor of Philosophy Doctorate Full Time Mrs Vera Ellen Lawless
2023 Co-Supervisor Financial Causality Networks in Cryptocurrency Markets Doctor of Philosophy Doctorate Full Time Mr Cameron Cornell
2023 Principal Supervisor Verifying Speculative Constant-Time Characteristics of Cryptographic Libraries by Analysing Microarchitectural Side-Effects on CPU Doctor of Philosophy Doctorate Full Time Mr Deepak Bhargavan Pillai
2022 Principal Supervisor Investigating information flow across multiple online social networks: a network science and information theory approach Doctor of Philosophy Doctorate Full Time Ms Sara Benedetti
2022 Principal Supervisor Artificially-Intelligent Feature Mining for Cyber Defence Doctor of Philosophy Doctorate Part Time Mr Alexander Rohl
2022 Principal Supervisor Investigating information flow across multiple online social networks: a network science and information theory approach Doctor of Philosophy Doctorate Part Time Ms Sara Benedetti
2021 Principal Supervisor Analysis of Historical Texts using Natural Language Processing Doctor of Philosophy Doctorate Full Time Miss Ashley Grace Dennis-Henderson
2021 Principal Supervisor Analysis of Historical Texts using Natural Language Processing Doctor of Philosophy Doctorate Part Time Miss Ashley Grace Dennis-Henderson
2020 Co-Supervisor Building a recommender system to increase successful outcomes in crime scene analysis. Doctor of Philosophy Doctorate Part Time Ms Louise Margaret Campbell

Date Role Research Topic Program Degree Type Student Load Student Name
2023 - 2025 Principal Supervisor POISSON-MODULATED FRACTIONAL BROWNIAN MOTION Definition, preliminary properties, aspects of long-range dependence and an application Master of Philosophy Master Part Time Mr William Peter Abbott
2021 - 2023 Co-Supervisor Measuring and modelling information flows in real-world networks Master of Philosophy Master Full Time Miss Bridget Anna Smart
2021 - 2023 Principal Supervisor Stochastic Optimisation with Energy Storage for a One-Hundred Percent Renewable Power System for South Australia Master of Philosophy Master Full Time Mr Cameron James Baulderstone
2021 - 2024 Principal Supervisor Small sample Rasch: simulation, estimation and evaluation of error Master of Philosophy Master Full Time Miss Christina Anne Tait
2019 - 2024 Principal Supervisor A multi-dimensional extension of the Elo rating system Doctor of Philosophy Doctorate Full Time Mr Adam Hugh Hamilton
2019 - 2021 Co-Supervisor Non-parametric Information Flow Estimation in Social-Media News Master of Philosophy Master Full Time Mr Tobin Max South
2018 - 2022 Principal Supervisor Embedding Techniques to Solve Large-scale Entity Resolution Doctor of Philosophy Doctorate Full Time Miss Samudra Dilrukshi Herath Herath Mudiyanselage
2018 - 2020 Co-Supervisor Analysis of Historical Texts using Natural Language Processing Doctor of Philosophy Master Full Time Miss Ashley Grace Dennis-Henderson
2018 - 2023 Principal Supervisor Characterisation and Estimation of Entropy Rate for Long Range Dependent Processes Doctor of Philosophy Doctorate Full Time Mr Andrew Robert Feutrill
2017 - 2019 Principal Supervisor The One with the Social Network Analysis: The Extraction, Analysis and Modelling of Temporal Social Networks from Narratives Master of Philosophy Master Full Time Miss Michelle Claire Edwards
2017 - 2019 Co-Supervisor Optimal Wildlife Smuggling Interdiction Master of Philosophy Master Full Time Miss Rachel Su Yi McLean
2017 - 2020 Principal Supervisor On the application of Bayesian inference to network estimation problems Doctor of Philosophy Doctorate Full Time Miss Caitlin Miranda Gray
2013 - 2017 Principal Supervisor Auto Configuration of Critical Network Infrastructure Doctor of Philosophy Doctorate Full Time Dr Dinesha Ranathunga
2011 - 2015 Principal Supervisor Network Management in a World of Secrets Doctor of Philosophy Doctorate Full Time Mr Wilko Henecka
2009 - 2015 Principal Supervisor Link Loss Tomography and Topology Synthesis Doctor of Philosophy Doctorate Full Time Mr Rhys Bowden
2008 - 2012 Principal Supervisor Methods for Two-Party Privacy-Preserving Linear Programming Doctor of Philosophy Doctorate Full Time Miss Alice Bednarz
2004 - 2006 Co-Supervisor Quantitative Methods for Investment Decisions in Communication Networks Doctor of Philosophy Doctorate Full Time Ms Clare Saddler
2004 - 2009 Principal Supervisor BGP, Not As Easy As 1-2-3 Doctor of Philosophy Doctorate Full Time Mr Ashley Flavel
2004 - 2015 Co-Supervisor Operationalizing Resilience: Conceptual, Mathematical and Participatory Frameworks for Understanding, Measuring and Managing Resilience Doctor of Philosophy Doctorate Part Time Dr Ariella Helfgott

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