# Ignition-ReactJS-Django-JSON Realtime **URL:** \ **Category:** General Discussion\ **Created:** [June 5, 2018, 6:52pm UTC](https://forum.inductiveautomation.com/t/ignition-reactjs-django-json-realtime/18307 "2018-06-05T18:52:18Z")\ **Posts on this page:** 1\ **Showing post:** 8
**Author:** ![bfuson](https://sea1.discourse-cdn.com/inductiveautomation/user_avatar/forum.inductiveautomation.com/bfuson/32/4597_2.png) [@bfuson](https://forum.inductiveautomation.com/u/bfuson)\ **Post date:** [June 5, 2018, 10:23pm UTC](https://forum.inductiveautomation.com/t/ignition-reactjs-django-json-realtime/18307/8 "2018-06-05T22:23:25Z")
Can you elaborate on the experimental results you found? > [@Websocket for real time high performant SCADA](http://forum.inductiveautomation.com/t/websocket-for-real-time-high-performant-scada/18194/78): > > I am trying to use ML for maintenance optimization aka predictive maintenance. One of the interesting challenge is, using tensor flow to predict possible Alarms in the next 72 hours by analysing the plant history of, say, past 3 yrs. Decision makers get excited about this possibility. They get hooked slight_smile I haven’t picked up the tips and tricks of ML yet but certain correlation results i found in my experiment were quite shocking. Very good learning material is available on Youtube. O… --- _[View the full topic](https://forum.inductiveautomation.com/t/ignition-reactjs-django-json-realtime/18307)._