44ºC at idle in Windows? That seems rather high. What's the room temp?
Assuming it's not temp-related, if it just happens randomly at idle then it points to a power supply problem.
Do you have both the 24-pin and 8-pin mainboard power connections used? What's the brand and model of your power supply?
Edit: Also, I assume you're still running at stock speed for now?