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  1. Proceedings of the Ninth International Symposium on Visualization for Cyber Security (VizSec '12)
  2. Visualizing distributed memory computations with hive plots
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Visualizing distributed memory computations with hive plots
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Visualizing distributed memory computations with hive plots

Content Provider ACM Digital Library
Author Whalen, Sean Engle, Sophie
Abstract A hive plot is a network layout algorithm that uses a parallel coordinate plot in which axes are radially arranged and node position is based on structural properties of that node [8]. We apply hive plots to message-passing communication networks formed by different high performance computing applications at Lawrence Berkeley National Laboratory. Hive plots have advantages over common network visualization methods, abandoning the popular "hairballs" of force-directed network layouts and opting instead for a tunable, repeatable, and interpretable view of network-theoretic properties. Small multiples of these hive plots, called hive panels, are analyzed to suggest which properties contribute to accurate classification of application behavior for anomaly detection in high performance computing environments.
Starting Page 56
Ending Page 63
Page Count 8
File Format PDF
ISBN 9781450314138
DOI 10.1145/2379690.2379698
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2012-10-15
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Hive plots High performance computing Network visualization Anomaly detection
Content Type Text
Resource Type Article
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