Have a look at the tutorial at GRID::Machine::perlparintro

It can help if what you have available is a group of linux nodes. A shared file system will be convenient, since the files are so huge.
Use fork or Parallel::ForkManager if it is a multiprocessor - shared memory - machine

Casiano