Software Engineering Institute | Carnegie Mellon University
Software Engineering Institute | Carnegie Mellon University

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Markus Deshon
January 2014 - Presentation Data Fusion at Scale

Topics: Network Situational Awareness

Authors: Markus Deshon

In this presentation, Markus De Shon discusses data fusion, an automated network situation assessment process.

January 2013 - Presentation Flow Analysis Using MapReduce

Topics: Network Situational Awareness

Authors: Markus Deshon

In this presentation, Markus Deshon describes MapReduce, a programming model for processing large data sets with a parallel, distributed algorithm.

May 2007 - Conference Paper Predicting Future Botnet Addresses With Uncleanliness

Topics: Network Situational Awareness

Authors: Michael Collins, Timothy J. Shimeall, Sid Faber, Jeff Janies, Rhiannon Weaver, Markus Deshon

In this paper, the authors discuss whether we can effectively predict future bot locations.

September 2005 - White Paper Correlations Between Quiescent Ports in Network Flows (White Paper)

Topics: Network Situational Awareness

Authors: Josh McNutt, Markus Deshon

In this paper, the authors introduce a method for detecting the onset of anomalous port-specific activity by recognizing deviation from correlated activity.

September 2005 - Presentation Correlations Between Quiescent Ports in Network Flows (Presentation)

Topics: Network Situational Awareness

Authors: Josh McNutt, Markus Deshon

In this presentation, the authors discuss using FloVis to perform network data analysis.