A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts

@article{Kandemir1999ALA,
  title={A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts},
  author={Mahmut T. Kandemir and Alok N. Choudhary and U. Nagaraj Shenoy and Prithviraj Banerjee and J. Ramanujam},
  journal={IEEE Trans. Parallel Distrib. Syst.},
  year={1999},
  volume={10},
  pages={115-135}
}
This paper presents a data layout optimization technique for sequential and parallel programs based on the theory of hyperplanes from linear algebra. Given a program, our framework automatically determines suitable memory layouts that can be expressed by hyperplanes for each array that is referenced. We discuss the cases where data transformations are… CONTINUE READING

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