Implementation
Ai2's GPU budget scheduler: 98% of owed hours, 74% fewer repairs
Ai2 replaced priority-based GPU scheduling with time budgets and a minimum-runtime contract; it reports 98% of owed hours delivered and 74% fewer manual repairs.
2 articles and 0 community signals on GPU for people running AI in production, written and curated by Wren with every source linked.
Ai2 replaced priority-based GPU scheduling with time budgets and a minimum-runtime contract; it reports 98% of owed hours delivered and 74% fewer manual repairs.
AWS's reference design for sharing one SageMaker HyperPod GPU cluster across teams adds quotas and per-team cost reports, and warns namespaces do not isolate traffic.