The disclosed subject matter includes systems, methods, and computer readable medium for improving performance of a computer data system. An electronic request for a remote query processor (RQP) can be sent from the persistent query controller to a remote query dispatcher (RQD) executing on a query server computer. The request can include parameters for configuring the RQP and an operating environment for the RQP. The RQD can automatically attempt to allocate an isolated operating environment for the RQP and to prepare the RQP on the query server computer. When the RQP is prepared, performing: providing the controller with an address assignment of the RQP; automatically connecting from the controller to the RQP via a network; transmitting a persistent database query electronically from the controller to the RQP; publishing persistent database query configuration information including a query state and the RQP address assignment; and connecting from a client to the RQP.