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:
Jun. 18, 2024

Filed:

Feb. 01, 2019
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Shibi Panikkar, Bandalore, IN;

Shanir Anshul, Hyderabad, IN;

Sudeshna Dash, Hyderabad, IN;

Tuck Meng Chin, Singapore, SG;

Dong Ji, Shanghai, CN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/263 (2006.01); G06F 11/273 (2006.01); G06F 11/277 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/263 (2013.01); G06F 11/2733 (2013.01); G06F 11/277 (2013.01); G06N 20/00 (2019.01);
Abstract

In product testing, a script prioritization tool () is used to intelligently prioritize the execution sequence of test scripts. This tool creates a repository of test outputs from the executions of test scripts and analyzes the outputs to train and deploy a machine learning, ML, model that defines the priority of the scripts that may need to be executed and the scripts whose execution may be skipped without affecting the quality of testing. Scripts that are more likely to fail and/or are time consuming to execute are prioritized, while other scripts may be skipped. The ML model ranks the scripts based on the average execution time of the script, a count of the execution failures of the script, a count of the number of execution retries for the script, and the most recent failure time of the script. The scripts can be executed based on their rankings for efficiency and time-saving.


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