State of Good Repair Splunk App

This app accompanies the 2019 .conf "IoT1318 - Maintaining a state of good repair with predictive analytics" presentation and provides:

Examples of all SPL covered in presentation.
Takeaways for follow up / implementation of similar use cases at your company.
Education / training

Prerequisites

Before you install the State of Good Repair Splunk App, make sure your system meets the following minimum prerequisites:

Splunk Enterprise, Splunk Light, or Splunk Cloud version 6 or later.
Maps+ - Fully configured
Splunk Machine Learning Toolkit - Fully configured
Optional - Google Maps API key

This is to enable the street view pop ups demonstrated in the presentation. Customers electing to enable this will need to populate their key in the description field in ... sogr/default/data/ui/views/Dispensary_Map.xml found at the end of line 37.

Caveats / Tips

A couple tips for sharing knowledge objects created in MLTK with other apps in Splunk.

Knowledge Objects

Set permissions in MLTK app with All Apps (system) and permissions with Everyone Read and admin & power write. This will allow for reference to ML knowledge objects you create in other apps.

Referencing ML Models - __mlspl* files

ML models are fit to special lookups that begin with __mlspl_<name of model> under the account they are created.

IE $SPLUNK_HOME/etc/users/<user>/Splunk_ML_Toolkit/lookups/__mlspl_<name of model>

These __mlspl file needs to reside in the lookups directory of the app(s) referencing it.

IE $SPLUNK_HOME/etc/apps/<app>/lookups/__mlspl_<name of model>

References

Links to helpful blogs, articles, how to videos and more are listed below.

Anomaly Detection Video - How To Video

Abbreviated How To video showing the water leak detection use case demonstrated in this session.

Maintaining a State of Good Repair (Part 1) – The Hot Tub Nightmare! - Blog

Learn how to use Splunk's Machine Learning Toolkit to detect water leaks.

Shining a Light on Industrial Data - Blog

Collecting, Connecting, and Enriching Industrial Data data with the Kepware IDF to Metrics Index Add-on for Splunk.

Getting IoT Data In

While the use cases covered in this presentation all relied on Splunk DB connect, there are many other ways of collecting IoT data that are beyond the scope of this presentation which are listed below for your reference:

Best of .conf 2019 IoT sessions - TBD

Check back after .conf for list of some of best IoT sessions of 2019 .conf.

splunk/state-of-good-repair