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Open AccessJournal ArticleDOI

Sonification of a Network's Self-Organized Criticality

TLDR
In this article, 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.
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.

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Citations
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Journal ArticleDOI

Continuous sonification enhances adequacy of interactions in peripheral process monitoring

TL;DR: A system that allows reproducible research in sonification for process monitoring to answer questions if a continuous soundscape can guide the user's attention better than one that is based on auditory cues is presented.
Journal ArticleDOI

Sonification of network traffic flow for monitoring and situational awareness.

TL;DR: SoNSTAR (Sonification of Networks for SiTuational AwaReness), a real-time sonification system for monitoring computer networks to support network administrators’ situational awareness, is presented.

Supplementary Material for "Continuous Sonification Enhances Adequacy of Interactions in Peripheral Process Monitoring"

TL;DR: In this paper, the authors compared three monitoring conditions -visual only, visual + auditory alerts and a condition combining the visual mode with continuous sonification of process events based on a forest soundscape.
Posted ContentDOI

Sonification Aesthetics and Listening for Network Situational Awareness

TL;DR: This paper looks at the problem of using sonification to enable network administrators to maintaining situational awareness about their network environment and argues that solutions based on the concept of the soundscape offer an ecological advantage over other sonification designs.

A Formalised Approach to Designing Sonification Systems for Network−Security Monitoring

TL;DR: The key role that sonification, if implemented correctly, could play in addressing shortcomings of traditional network-monitoring methods is identified and a formalised model for designing sonifications for network-security monitoring is presented.
References
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Journal ArticleDOI

Toward a Theory of Situation Awareness in Dynamic Systems

TL;DR: A theoretical model of situation awareness based on its role in dynamic human decision making in a variety of domains is presented and design implications for enhancing operator situation awareness and future directions for situation awareness research are explored.
Journal ArticleDOI

Self-organized criticality: An explanation of the 1/ f noise

TL;DR: It is shown that dynamical systems with spatial degrees of freedom naturally evolve into a self-organized critical point, and flicker noise, or 1/f noise, can be identified with the dynamics of the critical state.
Journal ArticleDOI

On the self-similar nature of Ethernet traffic (extended version)

TL;DR: It is demonstrated that Ethernet LAN traffic is statistically self-similar, that none of the commonly used traffic models is able to capture this fractal-like behavior, and that such behavior has serious implications for the design, control, and analysis of high-speed, cell-based networks.
Journal ArticleDOI

Self-similarity in World Wide Web traffic: evidence and possible causes

TL;DR: It is shown that the self-similarity in WWW traffic can be explained based on the underlying distributions of WWW document sizes, the effects of caching and user preference in file transfer, the effect of user "think time", and the superimposition of many such transfers in a local-area network.
Journal ArticleDOI

Self-similarity in World Wide Web traffic: evidence and possible causes

TL;DR: It is shown that the self-similarity in WWW traffic can be explained based on the underlying distributions of WWW document sizes, the effects of caching and user preference in file transfer, the effect of user "think time", and the superimposition of many such transfers in a local area network.
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