A parallel database system capable of deploying a pre-compiled query and pre-keying data associated with the pre-compiled query includes at least one master node. The at least one master node is operable to store and execute a pre-compiled query that is capable of resolving a data request received by the parallel database system. The system further includes a plurality of slave nodes coupled to the at least one master node. In this particular embodiment, each of the plurality of slave nodes is operable to store one or more key parts. The one or more key parts include data capable of resolving a portion of the pre-compiled query.