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:
Jun. 11, 2024
Filed:
Jul. 22, 2022
Vmware Llc, Palo Alto, CA (US);
Ashot Nshan Harutyunyan, Yerevan, AM;
Arnak Poghosyan, Yerevan, AM;
Lilit Harutyunyan, Yerevan, AM;
Nelli Aghajanyan, Yerevan, AM;
Tigran Bunarjyan, Yerevan, AM;
Marine Harutyunyan, Yerevan, AM;
Sam Israelyan, Yerevan, AM;
VMware LLC, Palo Alto, CA (US);
Abstract
Automated, computer-implemented methods and systems for resolving performance problems with objects executing in a data center are described. The automated methods use machine learning to train a model that comprises rules defining relationships between probabilities of event types of in log messages and values of a key performance indictor ('KPI') of the object over a historical time period. When a KPI violates a corresponding threshold, the rules are used to evaluate run time log messages that describe the probable root cause of the performance problem. An alert identifying the KPI threshold violation, and the log messages are displayed in a graphical user interface of an electronic display device.