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.
Patent No.:
Date of Patent:
Aug. 04, 2020
Filed:
May. 13, 2015
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Juan A. Llanes-Tosar, Redmond, WA (US);
Flore Q. Yuan, Seattle, WA (US);
Aleks M. Gershaft, Redmond, WA (US);
Ziying Zheng, Redmond, WA (US);
Jacek A. Czerwonka, Sammamish, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
An automated method of making a prediction regarding development of a software product includes receiving code changes information, build information, and failure information related to the software product. Entries are stored in a database, wherein each entry links a subset of the code changes information with a subset of the build information and with a subset of the failure information. A first matrix and a second matrix are generated using the entries in the database. Multi-target entropy calculations are performed based on the first matrix and the second matrix. The prediction regarding the development of the software product is performed based on the multi-target entropy calculations.