Ai2 Replaces Priority Scheduling with GPU Time Budgets to Solve Tragedy of the Commons
Read this because This case study demonstrates how economic incentives like time budgets can solve technical scheduling problems like resource squatting and priority inflation in shared GPU clusters.
Ai2 shifts from a flawed priority-based scheduler to a hierarchical fair-share system with GPU time budgets, improving cluster occupancy and research impact.