Patent ID: 11917031
Assignee: DELL PRODUCTS L.P.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 0:
1. A system, comprising:
a processor; and
a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, the operations comprising:
monitoring communications of a message broker to collect resource parameter data of a resource of the message broker, wherein a behavior of the message broker is representative of a collective behavior of one or more microservices associated with the message broker;
obtaining, based on the resource parameter data of the resource of the message broker and historical data, a predicted message delivery time value;
determining whether the predicted message delivery time value satisfies a resource deletion criterion;
in response to determining that the predicted message delivery time value satisfies the resource deletion criterion, taking an action to delete the resource, wherein deletion of the resource is semi-automatic, resulting in the resource being deleted based on the resource not being utilized within a defined time interval; and
training a regression model used to obtain the predicted message delivery time value based on a number of incoming data points being determined to be equal to a number of the one or more microservices associated with the message broker, wherein a regression technique applied to obtain the predicted message delivery time value comprises symmetric conformal quantile regression.