TERRA: Task-Oriented Edge Representation and Regional Aggregation enables identity-free region tagging for regional fire detection in distributed edge-AI systems.
Read the original at arxiv.org→arXiv:2610.37909v1 Announce Type: new Abstract: Distributed fire-monitoring systems may involve many sensing devices reporting over a shared uplink, even though the operational objective is often to identify regions...
Original headline: "TERRA: Task-Oriented Edge AI for Regional Fire Detection with Identity-Free Reporting"
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- Oct 30, 04:00 UTC arXiv cs.LG lead source TERRA: Task-Oriented Edge AI for Regional Fire Detection with Identity-Free Reporting