A computing system includes a host processor, an access processor having a command port, a near memory accelerator, and a memory unit. The system is adapted to run a software program on the host processor and to offload an acceleration task of the software program to the near memory accelerator. The system is further adapted to provide, via the command port, a first communication path for direct communication between the software program and the near memory accelerator, and to provide, via the command port and the access processor, a second communication path for indirect communication between the software program and the near memory accelerator. A related computer implemented method and a related computer program product are also disclosed.