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:
Feb. 18, 2025
Filed:
Sep. 22, 2021
Amazon Technologies, Inc., Seattle, WA (US);
Ramyanshu Datta, Campbell, CA (US);
Zhihan Li, Seattle, WA (US);
Arun Babu Nagarajan, Redmond, WA (US);
Arvind Sowmyan, Seattle, WA (US);
Kohen Berith Chia, Seattle, WA (US);
Wei You, Kirkland, WA (US);
Ishaaq Chandy, Bellevue, WA (US);
Kunal Mehrotra, Kirkland, WA (US);
Andrea Olgiati, Gilroy, CA (US);
Lakshmi Naarayanan Ramakrishnan, Redmond, WA (US);
Saurabh Gupta, Sammamish, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Parameters of a pool of computing resources to be utilized for machine learning tasks from a set of entities are stored, including a category of the computing resources, and a post-task-completion retention period during which, after completion of a task, at least a portion of data stored at the resource is not to be deleted. A compute instance of the pool is assigned to a task requested from the set of entities after determining that one or more configuration settings of the instance satisfy a preference indicated in the request for the task, and that the retention period of the instance relative to a completion of an earlier task on the instance has not expired. A result of the task is stored.