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

Claim 12:
13. A method, comprising:
collecting, by a message broker resource monitoring service executing via a system comprising a processor, a current resource parameter dataset based on communications of a monitored message broker, wherein a behavior of the monitored message broker is representative of a collective behavior of one or more microservices associated with the monitored message broker;
obtaining, by the message broker resource monitoring service, a predicted message delivery latency value based on the current resource parameter dataset and a historical resource parameter dataset based on previous message broker communications;
determining, by the message broker resource monitoring service, whether the predicted message delivery latency value satisfies a resource deletion criterion of a message broker resource;
in response to the predicted message delivery latency value satisfying the resource deletion criterion, triggering, by the message broker resource monitoring service, a deletion of the message broker resource, wherein the deletion is semi-automatic, resulting in the message broker resource being deleted based on the message broker resource not being utilized before expiration of a defined time limit; and
in response to a number of incoming data points being determined to be equal to a number of the one or more microservices associated with the monitored message broker, training a regression model used to obtain the predicted message delivery latency value, wherein a regression technique applied to obtain the predicted message delivery time value comprises symmetric conformal quantile regression.