The GPU Shortage Inside Your Own Infrastructure: Why AI Workloads Queue While Capacity Sits Idle

An analysis of why AI workloads queue beside idle-looking GPUs, detailing how allocation, memory, placement, and application bottlenecks cause underutilization…