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arxiv_cs_ai ยท May 1, 2026 ยท paper

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SAGA: Workflow-Atomic Scheduling for AI Agent Inference on GPU Clusters

arxiv.orgMay 1, 2026
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In brief

AI agents execute tens to hundreds of chained LLM calls per task, yet GPU schedulers treat each call as independent, discarding gigabytes of intermediate state between steps and inflating end-to-end latency by 3-8x. W...

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