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arXiv cs.AI·

INFRAMIND: Infrastructure-Aware Multi-Agent Orchestration

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In three linesINFRAMIND is a framework for multi-agent orchestration that integrates real-time infrastructure state (GPU queue depths, KV-cache pressure, latencies). Via adaptive planning, per-step routing, and intelligent scheduling, it optimizes model selection and topologies under concurrent load. Results: +7.6pp accuracy gain at low load, 7x lower latency, 99.9% SLO compliance under high load.
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Multi-agentAI AgentsReinforcement learningInfrastructure

Summary generated by Claude — human-verified