Impactful scheduling for GPU clusters

AI2's Infrastructure team revamped their GPU cluster scheduler to prioritize high-impact research while maintaining full occupancy. They introduced GPU time budgets, hierarchical fair-share allocation, and time-slicing to replace the old priority-based system, improving transparency and resource allocation among 150 researchers.