I've been having this problem lately:

My Fedora 20 would freeze; after a while, while using the xorg-x11-drv-ati driver.

Another thing I noticed, was the fan of the card going up and up like crazy.

First thing I did, was install <em>lm_sensors</em>:

yum -y install lm_sensors

And ran …