Is Adobe going to discontinue supporting the Presenter Mobile App?

No, it just gives an alternative method for viewing the presentation on Mobile. Also, keep in mind that HTML5 doesn't have all the functionality of Flash, so some features may be lost with HTML5 publishing. You should get warned before publishing, and there is an option to see an error report post publishing so you are aware of any issues that came up.