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Overview: This research paper describes several novel data formats for dense linear algebra and some simple, novel algorithms that utilize these new data structures. The paper relies on a heuristic that is the key factor governing performance on processors with deep memory hierarchies, namely blocking or tiling. To be able to use this heuristic, the researchers have made use of simple fact from linear algebra.
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