I'm wondering if/what windows service dependency I must set up on a .net application that is acting as a Udp-server for remote clients.
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At minimum, I recommend placing a dependency on the "Workstation" service (which provides basic network connections and communications). I would also add "Server" (which supports file, print & named pipe sharing) to be safe.
And if you can tolerate a slightly slower start at boot, set your service to "Automatic (Delayed start)" to give all the critical services plenty of time to come up before you join the fray...