1. A method of generating machine executable instructions configured to operate a parallel network via a computerized processing apparatus, the method comprising: based at least in part on an evaluation of a code element of an integrated network design comprising a general purpose language portion and a network description portion by the processing apparatus, causing generation of: responsive to at least an indication by the evaluation that the element corresponds to the general purpose language portion of the network design, a first plurality of machine executable instructions; and responsive to at least an indication by the evaluation that the element corresponds to the network description portion of the network design, a second plurality of machine executable instructions; wherein: individual ones of the second plurality of machine executable instructions are configured to be executed by the processing apparatus; the second plurality of machine executable instructions is implemented in a specific hardware platform of the parallel network and comprises a reference to at least one instruction of the first plurality of instructions; the code element comprises the network description portion and the general purpose language portion associated with the network description portion; the general purpose language portion comprises a network object definition; the network object definition characterized by at least a first memory location configured to store a reference to the code element corresponding to the general purpose language portion of the network description; and the network description portion comprises an instantiation of at least one network object configured based on the network object definition.