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:
Jan. 12, 2021
Filed:
Sep. 19, 2018
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Seetharami R. Seelam, Chappaqua, NY (US);
Andrea Reale, Dublin, IE;
Christian Pinto, Dublin, IE;
Yiannis Gkoufas, East Wall, IE;
Kostas Katrinis, Dublin, IE;
Steven N. Eliuk, San Jose, CA (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/167 (2006.01); H04L 29/08 (2006.01); G06F 12/084 (2016.01); G06N 20/00 (2019.01); G06F 16/17 (2019.01);
U.S. Cl.
CPC ...
H04L 67/2852 (2013.01); G06F 12/084 (2013.01); G06F 16/17 (2019.01); G06N 20/00 (2019.01); H04L 67/1097 (2013.01);
Abstract
Embodiments for data caching and data-aware placement for machine learning by a processor. Data may be cached in a distributed data store to one or more local compute nodes of cluster of nodes with the cached data. A new job may be scheduled, according to cache and data locality awareness, on the one or more local compute nodes with the cached data needed for execution.