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arxiv_cs_lg ยท Jun 23, 2026 ยท paper

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Lightweight Transformer Models for On-Device Fault Detection: A Benchmark Study on Resource-Constrained Deployment

arxiv.orgJun 23, 2026
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On-device fault detection enables real-time diagnostics without cloud dependency, but deploying machine learning models on resource-constrained hardware demands careful tradeoffs between accuracy, latency, and model s...

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