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Converting sequential programs to execute on parallel computers is difficult because of the need to globally optimize for both parallelism and data locality. The choice of which loop nests to parallelize, and how, drastically affects data locality. Similarly, data distribution directives, such as DISTRIBUTE in High Performance Fortran (HPF), affects available parallelism and locality. What is needed...