This document outlines strategies for enhancing the utilization and scalability of compute resources in data centers through the use of LSF Multi-Cluster features. Key goals include improving resource utilization across multiple data centers, supporting significant job growth, and ensuring resilience against failures. The proposed architecture involves a transition from monolithic data center structures to a multi-cluster setup, allowing for seamless job scheduling and resource access across various locations. This architecture aims to minimize the impact of failures and optimize job execution through features like containerization and cluster affinity.