Machine Learning integration or Anomaly detection with Kapacitor?

kapacitor
influxdb
telegraf
#1

Hi,

I’m interesed about Machine Learning integration (tensorflow, etc) or if there is something internal implemented in InfluxData solution.

I’ve read a little about: http://docs.influxdata.com/kapacitor/v1.5/guides/anomaly_detection/

Kind Regards,

#2

The only built-in function that’s relevant is a basic prediction model in Kapacitor.

I would suggest watching this webinar, where a third-party ML company explains how they work with Influx.

#3

Hey @fchiorascu,

Try this repo for Tensorflow integration. https://github.com/influxdata/tensorflow-influxdb/tree/master/managing-tensorflow

#4

Thank you, I’m interested on this topic.

All the best wishes.

#5

Hi @Anaisdg, the tutorial is interesting, but it is not clear how to use it in production and how to integrate it with Kapacitor. Which is the workflow?

#6

Hello @dtosato,

You would write a UDF script that would include tensor flow and then you would configure kapactor to run it. Try taking a look at this. Please let me know if this clarifies things. Also, if you’re interested in making predictions, I suggest taking a look at the built in holt-winters predictor.

Best,

Anais