Check out What is Background Data Usage and Why Does It Matter?

On the Samsung, go to Settings then Apps.
Tap the Instagram app and when it opens, scroll to Mobile data. Tap this and scroll down to the last two entries
"Allow background data usage" and " allow data usage while data saver is on" . Turn both of them to OFF.

Repeat for other Apps which are constantly updating in the background....