公开(公告)号：US12229600B1

公开(公告)日：2025-02-18

申请号：US17482272

申请日：2021-09-22

Applicant: Amazon Technologies, Inc.

Inventor： Ramyanshu Datta ,  Zhihan Li ,  Arun Babu Nagarajan ,  Arvind Sowmyan ,  Kohen Berith Chia ,  Wei You ,  Ishaaq Chandy ,  Kunal Mehrotra ,  Andrea Olgiati ,  Lakshmi Naarayanan Ramakrishnan ,  Saurabh Gupta

IPC: G06F9/50

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.