Cognitive processes for adaptive intent-based networking

5G networks introduce unprecedented flexibility and dynamic adaptation into service delivery and network resource utilization. In the business layer, this is reflected in the ability to offer customizable service products with detailed agreements on functional and non-functional characteristics as well as fast delivery. Dynamic adaptation to changes within the constraints of stringent requirements on lead and reaction times is beyond the capacity of a human workforce. Extensive automation will be necessary to overcome this challenge.