Memory-aware matrix factorization

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United States of America Patent

PATENT NO 9626107
SERIAL NO

14967417

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Embodiments include method, systems and computer program products for performing memory-aware matrix factorization on a graphics processing unit. Aspects include determining one or more types of memory on the graphics processing unit and determining one or more characteristics of each of the one or more types of memory. Aspects also include assigning each of a plurality of memory accesses of a matrix factorization algorithm to one of the one or more types of memory based on the one or more characteristics and executing the matrix factorization algorithm on the graphics processing unit.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cao, Liangliang Amherst, US 133 552
Fong, Liana L Irvington, US 36 550
Tan, Wei Elmsford, US 208 1789

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