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US Patent 11886329 Automated machine learning test system

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
118863290
Patent Inventor Names
David Bruce Elsheimer0
Yan Gao0
Joshua David Griffin0
Gregory Scott Dunbar0
Steven Joseph Gardner0
Connie Stout Dunbar0
Date of Patent
January 30, 2024
0
Patent Application Number
178407450
Date Filed
June 15, 2022
0
Patent Citations
‌
US Patent 7809988 Test environment having synchronous and asynchronous distributed testing
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US Patent 8276123 Adaptive regression test selection within testing environments
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Patent Primary Examiner
‌
Michael J Huntley
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CPC Code
‌
G06F 11/3688
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G06F 11/3684
0
Patent abstract

A computing device selects new test configurations for testing software. (A) First test configurations are generated using a random seed value. (B) Software under test is executed with the first test configurations to generate a test result for each. (C) Second test configurations are generated from the first test configurations and the test results generated for each. (D) The software under test is executed with the second test configurations to generate the test result for each. (E) When a restart is triggered based on a distance metric value computed between the second test configurations, a next random seed value is selected as the random seed value and (A) through (E) are repeated. (F) When the restart is not triggered, (C) through (F) are repeated until a stop criterion is satisfied. (G) When the stop criterion is satisfied, the test result is output for each test configuration.

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