公开(公告)号：US20250053166A1

公开(公告)日：2025-02-13

申请号：US18446872

申请日：2023-08-09

Applicant: Microsoft Technology Licensing, LLC

Inventor： Chin Hwan PARK ,  Adam Jeffery GRENZEBACH ,  Juan Arturo HERRERA ORTIZ

IPC: G05B23/02

Abstract: Aspects of the disclosure identify a pattern of features associated with a computing component indicating an increased probability that the component incurs an uncorrectable error. Historical component data, component features, server data, and server services are utilized to identify the patterns that correlate to an increased probability that the component incurs an uncorrectable error. For example, this data is used as input into a machine learning platform. Proactive and/or mitigating actions that reduce the probability of an uncorrectable error or its negative effects are presented and/or implemented to minimize or eliminate disruption in cloud computing services.