This question is very subjective.

Ubuntu and Centos/RedHat are very common. I have not personally seen any production Debian clusters, but I am sure they exist. In the end I suggest using what you are most comfortable with/what the rest of your environment runs.

See the docs for more information. It list several common distros and guides for setting them up (including Debian).