Cloud-native technologies, marked by their inherent flexibility, scalability, and cost-effectiveness, have revolutionized the IT infrastructure landscape of large-scale organizations, especially major telecommunications companies (telcos). Among these technologies, Kubernetes (K8s) has emerged as a leading platform for managing containerized workloads and services. This shift to cloud-native solutions becomes crucial for telcos seeking to efficiently manage growing data traffic and provide a wide array of services. One of the critical obstacles in this digital transformation journey involves the complexity associated with managing bare metal infrastructure, particularly in the context of multi-cluster environments at the network edge. This challenge underscores the importance of the work presented in this thesis.