Streaming Anomaly Detection for Big Data /

Internet of ThingsAdam Drake

FOSSAsia 20160319 @aadrake

http://aadrake.com

@aadrake #hacker

or

@aadrake #ThoughtLeader

Background

• Applied mathematics

• Startups

• Many industries

Time Series is the New Big Data

https://www.mapr.com/blog/time-series-data-new-big-data

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

Graphite Prometheus (SoundCloud)

Nagios BreakoutDetection (Twitter)

Surus (Netflix) Atlas (Netflix) Skyline (Etsy)

Bosun (Stack Exchange)

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

metrics

kaas

DON'T DO THIS

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