Sonification of a network's self-organized criticality for real-time situational awareness

Abstract Communication networks involve the transmission and reception of large volumes of data. Research indicates that network traffic volumes will continue to increase. These traffic volumes will be unprecedented and the behaviour of global information infrastructures when dealing with these data volumes is unknown. It has been shown that complex systems (including computer networks) exhibit self-organized criticality under certain conditions. Given the possibility in such systems of a sudden and spontaneous system reset the development of techniques to inform system administrators of this behaviour could be beneficial. This article focuses on the combination of two dissimilar research concepts, namely sonification (a form of auditory display) and self-organized criticality (SOC). A system is described that sonifies in real time an information infrastructure’s self-organized criticality to alert the network administrators of both normal and abnormal network traffic and operation. It is shown how the system makes changes in a system’s SOC readily perceptible. Implications for how such a system may support real-time situational awareness and post hoc incident analysis are discussed.

[1]  Tang,et al.  Self-Organized Criticality: An Explanation of 1/f Noise , 2011 .

[2]  Paul Vickers nuson-SOCS: Demonstration version , 2016 .

[3]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[4]  Rebecca Fiebrink,et al.  SonNet: A Code Interface for Sonifying Computer Network Data , 2013, NIME.

[5]  John G. Neuhoff,et al.  Parameter Mapping Sonification , 2011 .

[6]  Paul Vickers,et al.  Ways of Listening and Modes of Being: Electroacoustic Auditory Display , 2013, ArXiv.

[7]  Erik Blasch,et al.  JDL level 5 fusion model: user refinement issues and applications in group tracking , 2002, SPIE Defense + Commercial Sensing.

[8]  Kensuke Fukuda,et al.  Origin of critical behavior in Ethernet traffic , 2000 .

[9]  Andy Farnell,et al.  Designing Sound , 2008 .

[10]  William S Angerman Coming Full Circle with Boyd's OODA Loop Ideas: An Analysis of Innovation Diffusion and Evolution , 2004 .

[11]  Ricard V. Solé,et al.  Self-organized critical traffic in parallel computer networks , 2002 .

[12]  Davide Rocchesso,et al.  The Sonification Handbook , 2011 .

[13]  Michael D. McNeese,et al.  Information data fusion and computer network defense , 2012 .

[14]  Alva L. Couch,et al.  Peep (The Network Auralizer): Monitoring Your Network with Sound , 2000, LISA.

[15]  D. Turcotte,et al.  Self-organized criticality , 1999 .

[16]  Azer Bestavros,et al.  Self-similarity in World Wide Web traffic: evidence and possible causes , 1996, SIGMETRICS '96.

[17]  Walter Willinger,et al.  On the self-similar nature of Ethernet traffic , 1993, SIGCOMM '93.

[18]  Elizabeth D. Mynatt,et al.  Designing audio aura , 1998, CHI.

[19]  Rudi Giot,et al.  InteNtion – Interactive Network Sonification , 2012 .

[20]  Walter Willinger,et al.  On the Self-Similar Nature of Ethernet Traffic ( extended version ) , 1995 .

[21]  David L. Hall,et al.  Preliminary Steps in Sonifying Web Log Data , 2010 .

[22]  Paul Vickers,et al.  Sonification for Process Monitoring , 2011 .

[23]  David Worrall Realtime sonification and visualisation of network metadata , 2015 .

[24]  Nicklaus A. Giacobe,et al.  Songs of cyberspace: an update on sonifications of network traffic to support situational awareness , 2011, Defense + Commercial Sensing.

[25]  F.A.C. Pires,et al.  Daubechies wavelets in quality of electrical power , 1998, 8th International Conference on Harmonics and Quality of Power. Proceedings (Cat. No.98EX227).

[26]  Nancy J. Cooke,et al.  Perspectives on the Role of Cognition in Cyber Security , 2012 .

[27]  Mica R. Endsley,et al.  Toward a Theory of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[28]  Paul Vickers,et al.  Network Situational Awareness: Sonification and Visualization in the Cyber Battlespace , 2014 .

[29]  Lei Zhao,et al.  Study on the Internet Behavior's Activity Oriented to Network Survivability , 2008, 2008 International Conference on Computational Intelligence and Security.

[30]  Tao Zhou,et al.  Self-organized Criticality of Computer Network Traffic , 2006, 2006 International Conference on Communications, Circuits and Systems.