NETWORK MANAGEMENT

Various example embodiments for supporting communication network management may be configured to support communication network management based on various policies which may include one or more static rule-based policies (e.g., a rule-based resource management policy) and one or more machine learning (ML) based policies (e.g., an ML-based resource management policy). Various example embodiments for supporting communication network management may be configured to support communication network management based on evaluation and selection of policies to be applied for supporting communication network management. Various example embodiments for supporting communication network management may be configured to support communication network management based on regulation of network management actions generated based on selected policies before application of the network management actions to the communication network. Various example embodiments may be configured to dynamically switch between use of static rule-based resource management policies and use of ML-based resource management policies in a risk-controlled manner.