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:
Apr. 16, 2019
Filed:
Apr. 28, 2017
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
J. I. Azhen, Beijing, CN;
Yi Ge, Beijing, CN;
Yong Hua Lin, Beijing, CN;
Chao Xue, Beijing, CN;
Rong Yan, Beijing, CN;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); G06F 9/445 (2018.01); G06N 99/00 (2019.01); G06F 9/4401 (2018.01); G06N 5/04 (2006.01); G06F 9/50 (2006.01); H04L 12/24 (2006.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
G06F 9/44505 (2013.01); G06F 9/442 (2013.01); G06F 9/5027 (2013.01); G06N 5/04 (2013.01); G06N 99/005 (2013.01); H04L 41/0813 (2013.01); H04L 41/145 (2013.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); G06F 2209/501 (2013.01); G06F 2209/508 (2013.01); H04L 67/10 (2013.01);
Abstract
A computer-implemented method uses a predictive time-sequence model to adapt hardware configurations at run-time for an application including multiple stages of execution. At each stage a system monitor is started at the launch of a first task in a first run to collect performance data. The system monitor is stopped at the completion of a last task in the first run, then a predictive optimal configuration is computed and applied to the remaining runs in the stage.