Why we may need multiple communicators in an MPI program? code example

Example: mpi split communicator

int MPI_Comm_split(
  MPI_Comm comm,
  int color, // int representing the group, one different for each group
  int key,   // int representing the rank of the current proc in the new group
  MPI_Comm *newcomm // output param
);