公开(公告)号：US20250130871A1

公开(公告)日：2025-04-24

申请号：US18381520

申请日：2023-10-18

Applicant: VMware, Inc.

Inventor： Ashot Nshan Harutyunyan ,  Arnak Poghosyan ,  Tigran Bunarjyan ,  Andranik Haroyan ,  Marine Harutyunyan ,  Litit Harutyunyan ,  Ashot Baghdasaryan

IPC: G06F9/54 ,  G06F9/451 ,  G06F17/18

Abstract: This disclosure is directed to automated computer-implemented methods for application discovery from log messages generated by event sources of applications executing in a cloud infrastructure. The methods are executed by an operations manager that constructs a data frame of probability distributions of event types of the log messages generated by the event sources in a time period. The operations manager executes clustering techniques that are used to form clusters of the probability distributions in the data frame, where each of the clusters corresponds to one of the applications. The operations manager displays the clusters of the probability distributions in a two-dimensional map of applications in a graphical user interface that enables a user to select one of the clusters in the map of applications that corresponds to one of the applications and launch clustering of probability distributions of the user-selected cluster to discover two or more instances of the application.