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NVIDIA H100
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- 9 OctAI2 replaces priority scheduler with budgeted fair-share GPU scheduling
AI2’s AI Infrastructure team replaced a priority-based GPU scheduler with GPU time budgets, hierarchical fair-share allocation, and a time-slicing contract to improve which research projects receive compute. The change shifts GPU allocation decisions into a transparent administrative budgeting process while serving large distributed training workloads across clusters of NVIDIA H100, B200, and B300 GPUs.
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