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@devasya > Yes, so long as you have a router somewhere on your network (whether it's the device you are connected directly to for all your equipment, or you have everything connected to a switch/hub and that is connected to the router), your computer will be able to communicate both with the players and receive internet signal at the same time.
Be sure to configure your firewall following the instructions in this article to provide continued protection for your computer.