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. 26, 2020

Filed:

Oct. 05, 2018
Applicant:

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

Inventors:

Christopher Barton, Ontario, CA;

Al Chakra, Apex, NC (US);

Sumit Patel, Round Rock, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/41 (2018.01); G06F 9/48 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 8/443 (2013.01); G06F 9/4881 (2013.01); G06N 20/00 (2019.01);
Abstract

Utilizing problem insights based on the entire environment as inputs to drive a static compiler. A decision engine receives inputs associated with applications to be compiled. The decision engine also receives optimization constraints based on available resources. A decision learning model is applied to the inputs to predict compiler performance and the results are provided to the decision engine. The decision engine determines a profile that comprises an order of execution and an optimization level for use during compilation of the plurality of applications. The profile is then used to schedule compiling and optimization of the applications.


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