The rapid proliferation of connected devices, diverse applications, and ever-changing user demands has transformed the landscape of network management. Traditional network management approaches, which typically rely on static configurations and uniform policies applied broadly across users and services, are increasingly inadequate in addressing the unique, dynamic requirements of modern network environments. The concept of personalized network management has emerged as a critical paradigm shift, focusing on tailoring network behavior, policies, and resource allocation to the specific needs, preferences, and context of individual users or user groups.