Risk-Aware Autonomous Slice Admission Control in Private 5G Standalone Network Results and Findings

Abstract

Enterprise 5G Standalone (SA) networks offer network slicing capabilities which allow users to create custom connections that meet their specific application needs for network performance and data transmission speed and system dependability. The process of dynamic slice provisioning creates major difficulties for admission control because it needs to operate during periods of changing network traffic and restricted radio frequency capacity and incoming interference signals. The traditional static threshold-based admission system fails to handle real-time network conditions which results in service level agreement violations and wasteful resource consumption