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 capacity 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.
Apple researchers say Minions turns idle Apple Silicon Macs into a shared inference cloud, cutting GPU queues from 10+ hours to minutes, without measured results.