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

GPU utilisation shows compute activity, not whether capacity is actually available. A GPU can report low utilisation while remaining fully allocated to one workload. This post explains why workloads queue beside idle-looking GPUs, how allocation, memory, placement, and application bottlenecks contr…

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  1. 2026-09-25 08:03 · AI News
    The GPU Shortage Inside Your Own Infrastructure: Why AI Workloads Queue While Capacity Sits Idle

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