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

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(a)redhat.com&gt; wrote: > Congrats Pavol! > > 2016-04-21 8:30 GMT+02:00 Pavol Loffay <ploffay(a)redhat.com&gt;: > >> 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(a)lists.jboss.org >> https://lists.jboss.org/mailman/listinfo/hawkular-dev >> >> > > > -- > Thomas Segismont > JBoss ON Engineering Team > > _______________________________________________ > hawkular-dev mailing list > hawkular-dev(a)lists.jboss.org > https://lists.jboss.org/mailman/listinfo/hawkular-dev > > _______________________________________________ hawkular-dev mailing list hawkular-dev(a)lists.jboss.org https://lists.jboss.org/mailman/listinfo/hawkular-dev