Patent ID: 11966820
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method, comprising:
receiving, by a device, log data from application logs associated with applications, service logs associated with services, and server logs associated with server devices;
storing, by the device, the log data in a centralized log repository;
performing, by the device, natural language processing on the log data, stored in the centralized log repository, to convert the log data into event data identifying events associated with categories;
processing, by the device, the event data, with one or more machine learning models, to generate a correlation matrix for the event data and to predict an event based on the correlation matrix;
and
performing, by the device, one or more actions based on one or more of an alert, the event, or a recommendation,
wherein processing the log data, with the one or more machine learning models, to generate the correlation matrix for the log data and to predict the event based on the correlation matrix comprises:
separating critical events from the log data;
inserting impact data in the log data without the critical events;
identifying correlations and seasonal variations in the log data and the impact data;
generating the correlation matrix based on the correlations and the seasonal variations in the log data and the impact data; and
predicting the event based on the correlation matrix.