This paper proposes a divide-and-conquer approach for global throughput optimization which not only leverages upon existing techniques, but enables their more effective and coordinated use. The "divide" approach consists of logical partitioning of the computation into subparts falling into one of a set of preclassified computation types. The subparts are then "conquered" through coordinated application of existing optimization techniques. We have characterized a set of techniques in terms of their expected effect on throughput, and can thus select the most promising techniques for each unique situation. The technique is not limited to a specific class of computations and gives higher, or at worst equal, improvement than previously reported techniques on all examples. 1.0 Introduction Throughput optimization techniques remain important for meeting the sampling rate requirements of modern DSP and communication applications. Though clock rates for ASICs and general purpose computing devi...