Ds18b20 spurious bad values

Hey,

After letting my ds18b20 run for 12h, I noticed that there are spurious bad values coming out of the sensor.
About every 2h, I get a value of -127.0
I used a pull up resistor of about 5k ohm.

Any idea what could go wrong?