A device may receive load data identifying loads of network functions provided by a cloud computing environment, resource data associated with resources of the cloud computing environment, and resource distribution data associated with the resources. The device may perform data analytics on the load data, the resource data, and the resource distribution data to identify, from the network functions, a network function being impacted and to determine that the network function requires resource modification. The device may calculate, based on the data analytics and based on determining that the network function requires resource modification, parameters for the resource modification and may perform one or more actions based on the parameters for the resource modification.