A DRL router using graph attention state abstraction and QoS-aware rewards improves average QoS by up to 35.78% over four baselines in simulated edge LLM routing.
EdgeFM: Leveraging foundation model for open-set learning on the edge,
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Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts
A DRL router using graph attention state abstraction and QoS-aware rewards improves average QoS by up to 35.78% over four baselines in simulated edge LLM routing.