We consider a problem involving the design of a system for concurrent
processing of application software using multiple processors on a loca
l area network. The task control-flow graph which graphically describe
s the software logic is allowed to be an arbitrary directed multigraph
. We establish equations of flow conservation which arise in the execu
tion of modules on the set of interconnected processors. Incorporating
these equations, we develop a mixed integer programming model to find
an optimal allocation of program modules, with possible replications,
to the set of capacitated processors. The objective is to minimize th
e total interprocessor communication cost and module execution cost su
bject to the capacity constraints of processors and the broadcast chan
nel. The decisions involved are: how many copies of each module should
be maintained; how to allocate module copies across processors; and h
ow to distribute invocations of each module across its copies on diffe
rent processors. We report numerical results from solving the model.