This research proposed and implemented Open MN, network directive, which allows developers to specify parallelism of network resources composing a distributed parallel system, targeting inter-process communication based on MPI in OpenFlow-based Cluster system. In particular, we focus on MPI_Comm_Split operation for MPI collective communications and applied OpenFlow control to the OpenFlow-based interconnect for efficient traffic control.