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:
Nov. 04, 2025
Filed:
Feb. 23, 2021
Accenture Global Solutions Limited, Dublin, IE;
Yao Yang, Sunnyvale, CA (US);
Andrew Hoonsik Nam, San Francisco, CA (US);
Mohamad Mehdi Nasr-Azadani, San Francisco, CA (US);
Teresa Sheausan Tung, Tustin, CA (US);
Ophelia Min Zhu, San Lorenzo, CA (US);
Thien Quang Nguyen, San Jose, CA (US);
Zaid Tashman, San Francisco, CA (US);
Accenture Global Solutions Limited, Dublin, IE;
Abstract
A resource prediction system for executing machine learning models and method are provided. The system includes non-transitory memory storing instructions and a processor configured to execute the instructions to obtain input data including a targeted objective and the constraints, select a deployable machine learning model having an evaluation score that meets a predetermined criterion from among candidate machine learning models, virtually execute the deployable machine learning model on each of candidate hardware platforms according to the constraints, generate an assessment report of the virtual performance metrics set of the deployable machine learning model executed on each of the candidate hardware platforms, and select the suggested hardware platform meeting the predetermined criterion from among the candidate hardware platforms.