Streaming Anomaly Detection for Big Data / Internet of Things - Speaker Deck

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Streaming Anomaly Detection for Big Data / Internet of Things Adam Drake FOSSAsia 20160319 @aadrake http://aadrake.com

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@aadrake #hacker or @aadrake #ThoughtLeader

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Background • Applied mathematics • Startups • Many industries

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Time Series is the New Big Data https://www.mapr.com/blog/time-series-data-new-big-data

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https://blogs.technet.microsoft.com/machinelearning/2014/11/05/anomaly-detection-using-machine-learning-to-detect-abnormalities-in-time-series-data/

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Graphite Prometheus (SoundCloud) Nagios BreakoutDetection (Twitter) Surus (Netﬂix) Atlas (Netﬂix) Skyline (Etsy) Bosun (Stack Exchange)

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https://grey-boundary.io/the-architecture-of-clustering-graphite/

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metrics kaas

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DON'T DO THIS

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https://blogs.technet.microsoft.com/machinelearning/2014/11/05/anomaly-detection-using-machine-learning-to-detect-abnormalities-in-time-series-data/