|Any failing hardware componet can cause issues but the usual cuprit is overheating.|
Othewise your server is crashing from a bug check.
Perhaps more details you can provide? Have you reviewed the event viewer logs for right before the server reboots?
What other issues are you having that makes you think the network card?
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