[Hawkular-dev] Forecasting of bad things

mike thompson mithomps at redhat.com
Wed Mar 4 12:15:25 EST 2015


Along this same vein of predictive anomaly detection, here are two videos (one from Netflix and one from Twitter) from the SF Metrics Meetup:

http://blog.librato.com/posts/sf-metrics-meetup-anomaly-detection <http://blog.librato.com/posts/sf-metrics-meetup-anomaly-detection>



> On 4 Mar 2015, at 06:26, Heiko W.Rupp <hrupp at redhat.com> wrote:
> 
> 
>> Am 25.02.2015 um 22:23 schrieb Matt Wringe <mwringe at redhat.com>:
>> 
>> With more historical data, it could get more interesting than a just an estimated straight line. 
> 
> Absolutely. I did just send this screenshot to show that this is not a crazy idea but in fact already in production in consumer devices.
> 
>> 
>> Although, bringing in historical data analysis and estimated ranges tend to make things more complicated and the charts more confusing.
> 
> We will need to use more complex historical data. 
> E.g. implement Holt-Winters forecasting.
> 
>  Heiko
> 
> 
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