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.

Date of Patent:
May. 24, 2022

Filed:

Jun. 27, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Hong Bing Zhang, Beijing, CN;

Huan Da Wang, Beijing, CN;

Wei Peng Huang, Beijing, CN;

Yi Yao, Beijing, CN;

Hong Chen, Beijing, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); G06F 12/02 (2006.01); G06F 9/50 (2006.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06F 9/45504 (2013.01); G06F 9/45533 (2013.01); G06F 9/5016 (2013.01); G06F 9/5027 (2013.01); G06F 12/0253 (2013.01); G06K 9/6256 (2013.01);
Abstract

In an approach for JAVA Virtual Machine (JVM) heap memory tuning, one or more computer processors obtain a feature vector of an application running on the JVM. The one or more computer processors input the feature vector to a predictive model trained with historical application data collected in one or more production environments. The one or more computer processors receive an output of the predictive model based on the feature vector with at least one memory tuning recommendation for the JVM. The one or more computer processors tune the memory of the JVM based on the at least one memory tuning recommendation.


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