Sustained High CPU Utilization Limiting Scalability

High CPU utilization indicates CPU-bound operations (preprocessing, postprocessing, scheduling, data movement) are limiting overall throughput. While GPUs handle inference compute, CPUs manage the request pipeline. CPU saturation prevents effective GPU utilization and limits horizontal scalability.

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