TEST SCOPE DETERMINATION BASED ON CODE CHANGE(S)

Patent №

US 9,715,440

Granted

2017-07-25

Filed 2012

Owner

MICROSOFT CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13720655

Techniques are described herein that are capable of determining a scope of testing to be performed with respect to machine code based on change(s) that occur with respect to corresponding program code. For instance, behaviors that may be exhibited during execution of the machine code may be determined based on relationships between code elements in the program code, relationships between program data elements that are produced by and/or consumed by the code elements, relationships between the code elements and the program data elements, and/or relationships between the code elements and runtime attributes of the program code. When a change is made to the program code, functionalities are recommended for inclusion in the testing of the machine code. The functionalities are defined to test the machine code with regard to those behaviors that are to be altered by the change that is made to the program code.

Machine learningPlanningAI hardwareG06F 11/3676G06F 11/368G06F 11/3684

AI classification

AI hardware1.00
Machine learning0.75
Planning0.74
Natural language0.37
Knowledge representation0.24
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 295290345

Assignors

CRAWFORD, BRIAN R., TOUB, STEPHEN H.

On an employer assignment, the assignors are typically the inventors.

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