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Associate Professor Matthew Roughan

Associate Professor of Applied Mathematics

Office: 446 | Telephone: +61 8 8303 6282 | Personal homepage [1]

Academic duties

Responsibility
Convenor, School Outreach Committee

Teaching duties

Title Level Semester
Scientific Computing I [2] 1 [3] 1
Financial Computing II [4] 2 [5] 1
Communication Network Design [6] 4 [7] 1
Transform Methods and Signal Processing [8] 4 [9] 2

Honours supervision

Thesis title Student Graduation
Investigating power laws in internet AS toplogy Zane Van de Meulen-Graaf [10] 2008
Recovering sparse vectors exactly from few linear measurements Rhys Bowden [11] 2008
Metarouting An Duy Phan [12]

Postgraduate supervision

Thesis title Student Graduation
BGP, not as easy as 1-2-3 [13] Ashley Flavel [14] 2009
Quantitative methods for investment decisions in communication networks [15] Clare Saddler [16] 2006
Matrix analytic methods in network infrastructure [17] Ariella Helfgott [18]
Secure multiparty computation in the context of network management and optimisation [19] Alice Bednarz [20]
Monitoring and analysis of wireless ad hoc networks [21] Jonathan Arnold [22]
Application of compressed sensing to network measurement and routing [23] Rhys Bowden [24]

Research interests

Research interest Group
Network tomography and traffic matrix modelling [25] Stochastic Modelling and Optimisation [26]
Routing robustness [27] Stochastic Modelling and Optimisation [28]
Compressive sensing [29] Stochastic Modelling and Optimisation [30]
Privacy preserving data mining and management [31] Stochastic Modelling and Optimisation [32]

Research grants

Grant title Funding Agency
Ensuring the Robustness of IP Routing ARC
Characterisation of Internet Traffic Matrices ARC
Network Management in a World of Secrets ARC

Selected publications

Publications
On the beneficial impact of strong correlations for anomaly detection
Roughan, Matthew, Stochastic Models (1–27) 2009
Bigfoot, Sasquatch, the Yeti and other missing links: What we don't know about the AS graph
Roughan, Matthew; Tuke, Simon; Maennel, Olaf, Internet Measurement Conference, Greece 20/10/08
Internet scolobility: Properties and evolution
Roughan, Matthew; Uhlig, S; Willinger, W, IEEE Network 22 (4–5) 2008
Internet traffic and multiresolution analysis
Zhang, Y; Ge, Z; Diggavi, S; Mao, Z; Roughan, Matthew; Vaishampayan, V; Willinger, W; Zhang, Y, chapter in Markov Processes and Related Topics: A Festschrift for Thomas G. Kurtz (Institute of Mathematical Statistic) 215–234, 2008
The need for simulation in evaluating anomaly detectors
Ringberg, H; Roughan, Matthew; Rexford, J, Computer Communication Review 38 (55–59) 2008

Search for all publications matching "Roughan" [33]
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Last Modified 20/08/2009 School of Mathematical Sciences
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