I want to attempt some simple programs using MPI on my desktop which runs KUbuntu 10.04.2. Which MPI package should I install?
If it's just for simple usage on your own system, OpenMPI is very nice, as it doesn't require any setup after installation, just running your application with
mpirun is sufficient.
sudo aptitude install libopenmpi-dev openmpi-bin