Explore network anomaly event prediction and optimal resource control in Cloud Native Network Functions (CNFs) through this conference talk. Gain insights into leveraging CNFs for telco services while meeting high availability and resource allocation requirements. Learn about eBPF observability in 5G core networks deployed with Kubernetes, and discover how detailed container metrics enable future anomaly detection using Deep Learning. Delve into autonomous computational resource control systems compliant with ETSI Open Source MANO and ITU-T Y.3177 standards. Examine the deployment of control systems in the Japanese public network testbed JGN. Understand the framework for resource operations, verification infrastructure, and benefits of direct interfaces in XNF operation systems.