[Hawkular-dev] Hawkular Data Mining 0.1.0.Final Release

[Thomas Heute]

Great stuff, thanks !

On Thu, Apr 21, 2016 at 2:08 PM, Pavol Loffay <ploffay at redhat.com> wrote:

> Blog post is available here
> http://www.hawkular.org/blog/2016/04/21/datamining-first-release.html
>
>
> Pavol
>
> On Thu, Apr 21, 2016 at 10:02 AM, Thomas Segismont <tsegismo at redhat.com>
> wrote:
>
>> Congrats Pavol!
>>
>> 2016-04-21 8:30 GMT+02:00 Pavol Loffay <ploffay at redhat.com>:
>>
>>> Hello Everyone,
>>>
>>> I am happy to announce first release 0.1.0.Final of Hawkular Data
>>> Mining. Release contains several time series models and utility classes for
>>> time series modelling:
>>>
>>> *Time series models*
>>>
>>>    - Simple exponential smoothing
>>>    - Double exponential smoothing (Holt's linear trend)
>>>    - Seasonal triple exponential smoothing (Holt Winters)
>>>    - Simple moving average (Weighted moving average)
>>>    - AutomaticForecaster - which automatically selects the best model
>>>    - All these models are estimated using maximum likelihood estimation
>>>    and available for online learning
>>>
>>> Time series manipulation & Statistics
>>>
>>>    - Augmented Dickey-Fuller test
>>>    - Autocorrelation function (ACF)
>>>    - Time series decomposition
>>>    - Time series lagging
>>>    - Time series differencing
>>>    - Automatic period identification
>>>
>>>
>>> If you want to try it with Hawkular: https://goo.gl/R93k02
>>>
>>>    1. clone https://github.com/hawkular/hawkular/tree/datamining -
>>>    hawkular/hawkular branch datamining
>>>    2. build with -Pdev && run
>>>    3. enable predictions preferably for every metric
>>>    https://github.com/hawkular/hawkular-datamining and wait for some
>>>    time (see below)
>>>    4. go to the Explorer tab, choose metric and increase forecasting
>>>    horizon
>>>
>>> Data Mining is currently not able to query historical metric data from
>>> metrics due to authentication issues. However it still receives metrics
>>> from bus so it is important to enable predictions as soon as possible and
>>> wait for some time to collect data (or increase collection interval). This
>>> will be fixed in the next versions.
>>>
>>> Thanks to Jiri Kremser and UI team for helping with predictive charts.
>>>
>>> Useful links:
>>>
>>>    - Docs
>>>    <http://www.hawkular.org/docs/components/datamining/index.html>
>>>    - REST API <http://www.hawkular.org/docs/rest/rest-datamining.html>
>>>
>>>
>>> Regards
>>> Pavol
>>>
>>> _______________________________________________
>>> hawkular-dev mailing list
>>> hawkular-dev at lists.jboss.org
>>> https://lists.jboss.org/mailman/listinfo/hawkular-dev
>>>
>>>
>>
>>
>> --
>> Thomas Segismont
>> JBoss ON Engineering Team
>>
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>>
>
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