Software that happens to be parallel is listed elsewhere in the directory. For example, all linear algebra packages are listed in Science/Math/Algebra/Software regardless of whether they are for parallel systems.
This category contains tools related to parallel programming. This includes, but is not limited to, profiling tools and debuggers for parallel programs, parallel make utilities, and batch schedulers. Compilers are listed in Computers/Parallel_Computing/Programming/Languages.