In recent years, data center development has focused on boosting the performance of CPUs, GPUs, and other compute processors. As computing scale continues to expand, the incremental benefits of single-chip performance improvements are declining. The core challenge is now how to efficiently coordinate and scale large pools of computing resources across system-level architectures.