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

Claim 15:
16. A non-transitory computer-readable medium storing instructions, the instructions comprising:
one or more instructions that, when executed by one or more processors, cause the one or more processors to:
receive log data from application logs associated with applications, service logs associated with services, and server logs associated with server devices;
store the log data in a centralized log repository;
process the log data, with one or more machine learning models, to generate a correlation matrix for the log data and to predict an event based on the correlation matrix;
and
perform one or more actions based on one or more of an alert, the event, or a recommendation,
wherein the one or more instructions, that cause the one or more processors to process 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, cause the one or more processors to:
separate critical events from the log data;
insert impact data in the log data without the critical events;
identify correlations and seasonal variations in the log data and the impact data;
generate the correlation matrix based on the correlations and the seasonal variations in the log data and the impact data; and
predict the event based on the correlation matrix.