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GTC ON-DEMAND

Cyber Security
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Scaling Event Data Investigations with GPU Visual Graph Analytics
Abstract:
This talk shares how GPUs are enabling investigation teams to answer tough event data questions around progression, scope, root cause, patterns, and anomalies. Most of these problems are equivalent to analyzing graphs for correlations. Drawing examples from areas like cybersecurity, we share how to think about event data as a graph problem, and how scaling graph visualization and analytics with GPUs is enabling investigation teams to unlocks new insights and workflows. In particular, we show: -- Correlating events with hypergraphs, such as for killchain analysis and identifying shell companies -- Visualizing large graphs with GPU rendering and smart designs -- Fast analytics through GPU cloud computing -- Combining the above into daily operational workflows for data scientists, developers, and front-line analysts We draw examples from Graphistry's work in the Fortune 500 and the US government.
 
Topics:
Cyber Security, Accelerated Data Science, Data Center & Cloud Infrastructure
Type:
Talk
Event:
GTC Washington D.C.
Year:
2017
Session ID:
DC7133
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