Abstract: A tool-guide triage probe provides error triaging by: detecting an error in a computing deployment with incomplete configuration data known; identifying a plurality of historic solutions for the error from computing deployments with matching configuration data; determining, via a machine learning model, an initial ranking of the plurality of historic solutions based on resource usages; performing an initial highest ranked solution on the computing deployment and appending performance thereof to a triage report; in response to determining that the initial highest ranked solution was unsuccessful, determining, via the machine learning model, a subsequent ranking of the plurality of historic solutions; performing a subsequent highest ranked solution on the computing deployment and appending performance thereof to the triage report; and transmitting the triage report identifying that the initial highest ranked solution and the subsequent highest ranked solution were performed on the computing deployment.

Abstract: A tool-guide triage probe provides error triaging by: detecting an error in a computing deployment with incomplete configuration data known; identifying a plurality of historic solutions for the error from computing deployments with matching configuration data; determining, via a machine learning model, an initial ranking of the plurality of historic solutions based on resource usages; performing an initial highest ranked solution on the computing deployment and appending performance thereof to a triage report; in response to determining that the initial highest ranked solution was unsuccessful, determining, via the machine learning model, a subsequent ranking of the plurality of historic solutions; performing a subsequent highest ranked solution on the computing deployment and appending performance thereof to the triage report; and transmitting the triage report identifying that the initial highest ranked solution and the subsequent highest ranked solution were performed on the computing deployment.