TEST STRATEGY FOR PROFILE-GUIDED CODE EXECUTION OPTIMIZERS

Patent №

US 9,569,342

Granted

2017-02-14

Filed 2012

Owner

MICROSOFT CORPORATION

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13721641

Systems, methods and computer program products are described herein for testing a system that is designed to optimize the execution of code within an application or other computer program based on profile data collected during the execution of such code. The embodiments described herein utilize what is referred to as a “profile data mutator” to mutate or modify the profile data between the point when it is collected and the point when it is used to apply an optimization. By mutating the profile data at this point, testing of a system for optimized code execution can be significantly more thorough. Furthermore, such profile data mutation leads to a more scalable and efficient testing technique for profile-guided systems for optimized code execution.

Knowledge representationPlanningEvolutionary computationAI hardwareG06F 11/3684G06F 9/4552G06F 11/34G06F 11/3676G06F 11/3696

AI classification

Knowledge representation0.99
Planning0.99
AI hardware0.95
Evolutionary computation0.93
Machine learning0.26
Vision0.01
Natural language0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 295240151

Assignors

BIJANKI, ARJUN, AGARWAL, SANDEEP, MAN, CURTIS, LAFRENIERE, LOUIS, PARIKH, RITESH, SUNDARAM, SANKAR

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

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