The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 30, 2022
Filed:
Dec. 28, 2020
International Business Machines Corporation, Armonk, NY (US);
Wayne Sawdon, San Jose, CA (US);
Deepavali M. Bhagwat, Cupertino, CA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
One embodiment provides a method for optimizing data read-ahead for machine learning applications including obtaining, by a processor, next file information from a workflow scheduler for next input files for a next processing stage that are to be accessed by a machine learning application. Data for the next processing stage for the machine learning application and at least one system job is prefetched. The next input files are prefetched as the prefetching data reaches an end of current inputs. A schedule is caused to chain the next input files for the next processing stage to current input files of a current processing stage.