Data-parallel support for numerical irregular problems

A large class of intensive numerical applications show an irregular structure, exhibiting an unpredictable runtime behavior. Two kinds of irregularity can be distinguished in these applications. First, irregular control structures, derived from the use of conditional statements on data only known at runtime. Second, irregular data structures, derived from computations involving sparse matrices, grids, trees, graphs, etc. Many of these