1. A computing system comprising: one or more processing elements, at least one processing element operative to interpret a first subset of operators and perform specified operations on data; a memory having a first interface for connecting to a host processor and a second interface, the memory being divided into a plurality of logical partitions, including at least one task page containing the state of a task, wherein the first interface includes a task page mechanism with an index register, the mechanism providing access by the host processor to the memory; and a multi-task controller (MTC) that includes a scheduler unit, a data flow unit, an executive unit, and a resource manager unit, each unit coupled to the other units, wherein the data flow unit is configured to transfer data between the second interface of the memory and one of either the scheduler unit, the executive unit, or resource manager unit, wherein the scheduler unit is coupled to the second interface of the memory and scheduler unit and the resource manager unit are each coupled to the one or more processing elements, wherein the resource manager unit is configured to find an available processing element for carrying out a function of a task and to assign a processing element to a current task by providing a linkage between said available processing element and the task, wherein the scheduler unit is configured to select a task as the current task, to obtain the state of the current task, and select an assigned processing element to carry out a function of the current task, the scheduler unit also having a task page register; wherein the executive unit is configured to decode instructions relating to a task and request the resource manager to set up a processing element to carry out a function of a task; and wherein the number of processing elements and number of tasks are independent of each other.