Various aspects are disclosed for optimization of dependent systems for serverless frameworks that facilitate a function-as-a-service (FaaS). In some examples, an agent can be installed on a dependent system and collect resource consumption data that is reported to a management service. The management service can throttle requests submitted to the FaaS or scale up the infrastructure depending upon the resource consumption data.