Hyper-V loses network connection to DrivePool

Windows 8.1 host running StableBit drivepool
Windows Server 2012 running inside Hyper-V on Windows 8.1

After periods of inactivity VM loses its connection to the drivepool that it is network shared to. Why does this happen?

I have the machine set to never turn off the hard drives