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:
Oct. 03, 2023
Filed:
Jun. 21, 2021
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Xinjian Xue, Bothell, WA (US);
Bin Pan, Bellevue, WA (US);
Naveen Duddi Haribabu, Redmond, WA (US);
Prashant Singh Ahluwalia, Redmond, WA (US);
Ryan Wang Gao, Seattle, WA (US);
Jong-Chin Lin, Bellevue, WA (US);
Lea Vega Romero, Redmond, WA (US);
Balaji Ramasubramaniam, Redmond, WA (US);
Adeel Jamil Siddiqui, Redmond, WA (US);
Onur Tuna, Vancouver, CA;
MICROSOFT TECHNOLOGY LICENSING, LLC, Redmond, WA (US);
Abstract
Technologies related to predicting whether a requested change (deployment) in a cloud computing environment will fail are described herein. An exposomic feature value is computed based upon a time series of risk values, where the risk values represent risk of failure over several historic time intervals. A probabilistic model computes a likelihood that the requested deployment will fail during implementation of the requested deployment based upon the exposomic feature value and a contextual feature value, and a notification is transmitted to a computing device of a change manager to allow the change manager to take remedial action.