On this Columbia mission (STS-107), the shuttle was running Redhat 6.1 on an embedded PC module with a 233 MHz CPU, 128 MB RAM, and a 144 MB hard drive.
The purpose for using Linux was to test how mobile Internet protocol works in space for the very first time.