This document discusses the strategies employed by Synopsys to scale their Load Sharing Facility (LSF) infrastructure effectively. It outlines the company's transition from a fragmented cluster setup to a more streamlined hub-and-spoke model, which consolidates resources and enhances job turnaround times. Key features of the new design include multicluster capabilities, guaranteed resource pools, and improved scheduling cycles, which collectively lead to better resource utilization and management across teams. The document also highlights the challenges faced with the previous setup, such as configuration sprawl and underutilized resources, and how the new design addresses these issues.