Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed. An example apparatus includes: at least one memory; instructions; and processor circuitry to execute the instructions to: install an agent on a virtual machine, the agent execute as a serverless application in a cloud infrastructure; obtain first metrics from the virtual machine, the first metrics based on an operating system executing on the virtual machine; configure a plug-in of the agent to facilitate the agent monitoring an application executing on the virtual machine; obtain second metrics from the virtual machine, the second metrics based on the application; parse the first and second metrics; and transmit the first and second metrics to a server for storage and analysis.