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:
Jan. 02, 2024
Filed:
Dec. 29, 2021
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Pallavi Baral, Redmond, WA (US);
Prateek Punj, Bellevue, WA (US);
Yilan Zhang, Redmond, WA (US);
Bhuvan Malladihalli Shashidhara, Bellevue, WA (US);
Hanyi Xu, Redmond, WA (US);
Abhishek Kumar, Kirkland, WA (US);
Mayank Meghwanshi, Redmond, WA (US);
Sisi Xiong, Redmond, WA (US);
Michael Stephenson, Woodinville, WA (US);
Avnish Chhabra, Redmond, WA (US);
Juan-Arturo Herrera Ortiz, Seattle, WA (US);
Huaming Huang, Redmond, WA (US);
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
The present concepts may automate and optimize deployment to a cloud computing fleet. Artificial intelligence and/or optimization algorithms may be used to find optimal deployment parameters (e.g., deployment order of computers in the fleet) that minimize deployment time and minimize deployment risk. For example, machine-learning prediction models may be used to generate a shortest path graph problem models a deployment planning problem. Then, optimization algorithms may be used to efficiently find approximations of Pareto-optimal solutions to the shortest path graph problem. Depending on the preferred level of time and risk, one of the solutions may be used to run the deployment.