AI RESEARCH
On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows
arXiv CS.CL
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ArXi:2605.06110v1 Announce Type: cross Agentic systems increasingly solve complex user requests by executing orchestrated workflows, where subtasks are assigned to specialized models or tools and coordinated according to their dependencies. While recent work improves agent efficiency by optimizing the performance--cost--latency frontier, real deployments often impose concrete requirements: a workflow must be completed within a specified budget and before a specified deadline.