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What opensource solutions can be used to implement anomaly detection based on Riemann metrics?

Submitted by: @import:stackexchange-devops··
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Problem

When Riemann used as system and/or application metrics collector, what are opensource tools can be used in order to implement anomaly detection monitoring?

Solution

I can think of 3 possibility (Not exactly Riemann metrics based, but around anomaly detection):

  • Outdated but the most efficient in anomaly detectionI know: Shyline + Oculus from Etsy Both tools available from etsy's github as Skyline and oculus, check the network graph for more up to date forks. Best one I found is earthgecko/skyline with its doc



  • Graphite and checking that the Standard deviation fits in the Holtz Winter's Confidence bands



  • ELK stack in version 5 with timelion which, as above, allow to compute a standard deviation and alert if it goes out of confidence bands with the proper license.

Context

StackExchange DevOps Q#687, answer score: 4

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