Can multi user execute programs simutanousely if MPS is on

Hi,I want to use MPS in a multi-user system.But it seems that programs from different users can not be executed simultaneously if MPS is on as the mps server is execlusive to the user who is executing program.What can I do to make programs from different user running simultaneously possible?