Comment: Scientific Linux (Score 1) 264
After 7 years working at CERN on the GRID project for LHC, i would recommand scientific linux, the target of this distro is to run the largest GRID in the world gLite on a free redhat, you have also in the EPEL repository many tools for large scale computing maintain by the GRID team in CERN and Fermilab.