1. A computing device that is configured to audit monitors, comprising: a processor; a memory in electronic communication with the processor; instructions stored in the memory, the instructions being executable by the processor to: identify a virtualized computing system to be audited, the virtualized computing system residing in a service provider environment; identify existing monitors on a monitoring system for monitoring the virtualized computing system, the existing monitors having monitor names; associate the monitor names with classes of monitors; perform a comparison of at least some monitor classes of the existing monitors against predefined monitor classes specified in a data store for the virtualized computing system based on the monitor names; identify missing monitors absent from the monitoring system for monitoring the virtualized computing system based on the comparison; and initiate loading of the missing monitors to the monitoring system to monitor the virtualized computing system.