I don't know the specific answer to your question, but have you gone into the power management settings and specifically disabled sleeping/power management for

I don't know the specific answer to your question, but have you gone into the power management settings and specifically disabled sleeping/power management for that application? I ask because I remember this being a thing on Mac when I had one so I assume the iPad must have something similar. Same thing for network.