5G networks and beyond introduce a larger number of Network Elements (NEs) functions than former cellular generations. The increase in NEs will, thus, result significantly increasing the Management-Plane (M-Plane) data collected from NEs. Therefore, conventional centralized Management Systems (NMSs) will face fundamental challenges processing M-Plane data. In this paper, we present concept Qual...