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:
Feb. 09, 2021

Filed:

Dec. 08, 2018
Applicant:

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

Inventors:

Fady Copty, Nazareth, IL;

Karen Yorav, Haifa, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/36 (2006.01); G06N 20/00 (2019.01); G06F 30/20 (2020.01);
U.S. Cl.
CPC ...
G06F 11/3688 (2013.01); G06F 11/3696 (2013.01); G06F 30/20 (2020.01); G06N 20/00 (2019.01);
Abstract

Embodiments of the present systems and methods may provide techniques that may provide unit-level test of an SUT, but which translates the unit-level test into a valid test of the SUT itself. For example, in an embodiment, a computer-implemented method for testing a system, the method may comprise analyzing the system to determine sub-components of the system and inputs to the sub-components, performing dynamic testing of the system and collecting pairs of inputs to the system and inputs to the sub-components, training a machine learning model to translate from inputs to the sub-components to inputs to the system input using the collected pairs of inputs to the system and inputs to the sub-components and performing sub-component level testing and translating the sub-component level testing to system level testing.


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