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:
Apr. 30, 2024
Filed:
Nov. 18, 2022
Toyota Jidosha Kabushiki Kaisha, Toyota, JP;
Korea Advanced Institute of Science and Technology, Daejeon, KR;
Chunghan Lee, Chiyoda-ku, JP;
Jinwoo Park, Daejeon, KR;
Byoungkwon Choi, Daejeon, KR;
Dongsu Han, Daejeon, KR;
TOYOTA JIDOSHA KABUSHIKI KAISHA, Toyota, JP;
Korea Advanced Institute of Science and Technology, Daejeon, KR;
Abstract
An information processing apparatus comprises a controller. The controller is configured to execute: acquiring a plurality of datasets, each of the datasets being configured with a combination of training data and a correct answer label; and implementing machine learning of an estimation model using the acquired plurality of datasets, wherein the training data includes workload information about an application constructed based on a microservice architecture and resource use information about resources used for each of components included in the application, in a learning target environment, the correct answer label is configured to show a true value of quality of service of the application, and the machine learning comprises training the estimation model such that, for each of the datasets, an estimated value of the quality of service calculated with the estimation model based on the training data corresponds to the true value shown by the correct answer label.