Methods and apparatus to determine a duration estimate and risk estimate of performing a maintenance operation in a networked computing environment

A non-transitory computer readable medium comprising instructions that, when executed, cause a machine to at least:

• store telemetry data and a first secret, the telemetry data and the first secret received from a first virtual computing component operating within a virtual computing environment;
• select, based on a maintenance operation to be performed within the virtual computing environment, an analysis model;
• apply the analysis model to the telemetry data to determine an analysis result;
• store the analysis results in association with the first secret;
• and
• in response to a request for the analysis results, the request including a second secret:
• retrieve the stored analysis results when the first secret matches the second secret;
• and
• cause the stored analysis results to be transmitted to a source of the request.

A method to process telemetry data in networked computing environments, the method comprising:

• storing, by executing an instruction with at least one processor, telemetry data and a first secret, the telemetry data and the first secret received from first a virtual computing component operating within a virtual computing environment;
• selecting, by executing an instruction with the at least one processor, and based on a maintenance operation, an analysis model;
• applying, by executing an instruction with the at least one processor, an analysis model to the telemetry data to determine an analysis result, the analysis results including at least one of a duration estimate for the maintenance operation to be performed at the virtual computing environment and a risk of failure of the maintenance operation to be performed at the virtual computing environment;
• storing, by executing an instruction with the at least one processor, the analysis results in association with the first secret;
• and
• in response to a request including a second secret:
• retrieving, by executing an instruction with the at least one processor, the stored analysis results associated with the first secret, the first secret matching the second secret;
• and
• transmitting, by executing an instruction with the at least one processor, the stored analysis results to a source of the request.