2019 - IEEE Fellow For contributions to Internet measurement and analysis
2018 - ACM Fellow For contributions to Internet measurement and analysis, with applications to network engineering
While the research belongs to areas of Counterintuitive, Matthew Roughan spends his time largely on the problem of Epistemology, intersecting his research to questions surrounding Quality (philosophy). His study in Epistemology extends to Quality (philosophy) with its themes. His work in Composite material is not limited to one particular discipline; it also encompasses Matrix (chemical analysis) and Range (aeronautics). Many of his studies on Range (aeronautics) apply to Composite material as well. His work on Artificial intelligence is being expanded to include thematically relevant topics such as Inference, Regularization (linguistics) and Autonomous system (mathematics). His study on Mathematical analysis is interrelated to topics such as Distribution (mathematics) and Domain (mathematical analysis). He merges Distribution (mathematics) with Mathematical analysis in his study. His World Wide Web study often links to related topics such as Peering. He carries out multidisciplinary research, doing studies in Peering and Internet backbone.
His Composite material study in the realm of Matrix (chemical analysis) interacts with subjects such as Traffic generation model. His work on Matrix (chemical analysis) expands to the thematically related Composite material. His Computer network research is intertwined with Routing (electronic design automation) and Router. Many of his studies on World Wide Web apply to Internet traffic as well. His research on Internet traffic frequently links to adjacent areas such as World Wide Web. The Internet and Distributed computing are two areas of study in which Matthew Roughan engages in interdisciplinary work. Matthew Roughan performs integrative Distributed computing and The Internet research in his work. He integrates Algorithm and Theoretical computer science in his studies. Matthew Roughan integrates many fields in his works, including Theoretical computer science and Algorithm.
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The Internet Topology Zoo
S. Knight;H. X. Nguyen;N. Falkner;R. Bowden.
IEEE Journal on Selected Areas in Communications (2011)
Fast accurate computation of large-scale IP traffic matrices from link loads
Yin Zhang;Matthew Roughan;Nick Duffield;Albert Greenberg.
measurement and modeling of computer systems (2003)
Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification
Matthew Roughan;Subhabrata Sen;Oliver Spatscheck;Nick Duffield.
internet measurement conference (2004)
The "robust yet fragile" nature of the Internet
John C. Doyle;David L. Alderson;Lun Li;Steven Low.
Proceedings of the National Academy of Sciences of the United States of America (2005)
An information-theoretic approach to traffic matrix estimation
Yin Zhang;Matthew Roughan;Carsten Lund;David Donoho.
acm special interest group on data communication (2003)
Spatio-temporal compressive sensing and internet traffic matrices
Yin Zhang;Matthew Roughan;Walter Willinger;Lili Qiu.
acm special interest group on data communication (2009)
Network anomography
Yin Zhang;Zihui Ge;Albert Greenberg;Matthew Roughan.
internet measurement conference (2005)
Experience in measuring internet backbone traffic variability: Models metrics, measurements and meaning
Matthew Roughan;Albert Greenberg;Charles Kalmanek;Michael Rumsewicz.
Teletraffic Science and Engineering (2003)
Experience in measuring backbone traffic variability: models, metrics, measurements and meaning
Matthew Roughan;Albert Greenberg;Charles Kalmanek;Michael Rumsewicz.
acm special interest group on data communication (2002)
Spatio-Temporal Compressive Sensing and Internet Traffic Matrices (Extended Version)
Matthew Roughan;Yin Zhang;Walter Willinger;Lili Qiu.
IEEE ACM Transactions on Networking (2012)
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