Not just Amazon - I guess the Oil and gas industry is now run on the cloud. They used to have big SGI machines 30 years ago... but I bet everything is on the cloud now using GPUs.

I tend to believe that they still have their own clusters. For speed and privacy reasons. You don't want to give away the location of the oil you have found.