Abstract: |
Data transformation offloading in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: storing, within the storage system, a dataset; identifying, in dependence upon one or more machine learning models to be executed on the GPU servers, one or more transformations to apply to the dataset; and generating, by the storage system in dependence upon the one or more transformations, a transformed dataset. |
Inventor: |
Gold, Brian (Los Altos, CA, US); Watkins, Emily (Mountain View, CA, US); Jibaja, Ivan (San Jose, CA, US); Ostrovsky, Igor (Sunnyvale, CA, US); Kim, Roy (Los Altos, CA, US) |
Applicant: |
PURE STORAGE, INC. (Mountain View, CA, US) |
Face Assignee: |
PURE STORAGE, INC. (Mountain View, CA, US) |
Filed: |
2018-07-20 |
Issued: |
2020-06-02 |
Claims: |
20 |
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US10671434
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1. A method comprising:
(5)
(3)
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8. An artificial intelligence infrastructure configured to carry out the steps of:
(5)
(3)
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15. An apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out the steps of:
(4)
(3)
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