#qos

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arXiv cs.AI / cs.LG / cs.CLSep 17, 2026

STR-Agent: An LLM-Driven Agent for QoS-Aware Routing in LEO Satellite Networks

STR-Agent, an LLM-driven framework, translates natural-language service requests into adaptive QoS-aware routing for LEO satellite networks, cutting end-to-end delay by up to 60%.

fine-tuning intent-understanding

arXiv cs.AI / cs.LG / cs.CLSep 17, 2026

QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles

Researchers propose FedQoS, an asynchronous event-triggered federated learning framework for smart vehicles that cuts communication overhead 76.7% and latency 26.0%.

asynchronous-training edge-ai

Stories tagged #qos

STR-Agent: An LLM-Driven Agent for QoS-Aware Routing in LEO Satellite Networks

QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles