bit longer version here https://iwringer.wordpress.com/2015/07/23/what-do-we-need-from-a-iot-analytics-platform/
On Thu, Jul 23, 2015 at 8:37 AM, Srinath Perera <[email protected]> wrote: > I have read and thought about this a bit. Here is my version, please > comment. > > *Level 1:* Single device level analytics. Show the data in graph, map, > send an Alarm it is too high .. etc ( we have this mostly) > > Tasks > > 1. Inbuilt analytics for well known properties like location etc > 2. Integrate Gadget generation wizard so users can build their own > graphs with support for realtime graphs > 3. Setup alerts from the charts or UI ( this is realtime analytics) > > > *Level 2:* analytics across multiple devices - all, groups, hierarchy .. > aggregate across > > 1. Add support for groups and aggregation for Gadget generation wizard > integration. > 2. Support to write custom queries if needed > > > *Level 3: *Predictive analytics - this is three things, a) classify b) > predict next value or c) detect anomalies. We should be able to let them > do via wizard .. at least basic version. > > Ability to select a set of data and jump to ML Wizard for exploration and > processing > > > 1. Classification - apply available algorithm, build a model, and > either publish to registry or setup query/ alert using the model > 2. Next value - same as above. Need time series support as well. > 3. Anomaly detection - integrate with Seshika’s work via ML wizard. > This should need time series related anomaly detection as well. > > > -- > ============================ > Blog: http://srinathsview.blogspot.com twitter:@srinath_perera > Site: http://people.apache.org/~hemapani/ > Photos: http://www.flickr.com/photos/hemapani/ > Phone: 0772360902 > > _______________________________________________ > Architecture mailing list > [email protected] > https://mail.wso2.org/cgi-bin/mailman/listinfo/architecture > > -- ============================ Srinath Perera, Ph.D. http://people.apache.org/~hemapani/ http://srinathsview.blogspot.com/
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