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. 06, 2026
Filed:
Apr. 06, 2021
Sap SE, Walldorf, DE;
Nithya Rajagopalan, Bangalore, IN;
Panish Ramakrishna, Bangalore, IN;
Ashutosh Patel, Bangalore, IN;
Ranjith Pavanje Raja Rao, Bangalore, IN;
Mayank Kamboj, Bangalore, IN;
Arjun Swami, Bangalore, IN;
SAP SE, Walldorf, DE;
Abstract
In an example embodiment, a model generation component may additionally assign various cloud resources to a machine learned model so that the training or retraining of the model can be performed using these resource. The containers may be weighted to handle model generation work of different weight. Having one single configuration for a container responsible for generating all models leads to overuse of hardware resources because machine learning algorithms are very resource intensive, and thus dynamically selecting the weight improves hardware utilization.