Associate Professor Matthew Roughan

Associate Professor of Applied Mathematics

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

Academic duties

Responsibility
Convenor, School Outreach Committee

Teaching duties

Title	Level	Semester
Scientific Computing I	1	1
Financial Computing II	2	1
Communication Network Design	4	1
Transform Methods and Signal Processing	4	2

Honours supervision

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

Postgraduate supervision

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

Research interests

Research interest	Group
Network tomography and traffic matrix modelling	Stochastic Modelling and Optimisation
Routing robustness	Stochastic Modelling and Optimisation
Compressive sensing	Stochastic Modelling and Optimisation
Privacy preserving data mining and management	Stochastic Modelling and Optimisation

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

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