most citedCloud Is Closer Than It Appears: Revisiting the Tradeoffs of Distributed Real-Time Inference

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eess.SY2026

CREST: Deployment-Realistic Hardware-in-the-Loop NAS for Embedded Sensing Systems

Joseph Q. Zales, Pragya Sharma, Mani Srivastava

Deploying neural networks on low-power microcontrollers (MCUs) requires selecting model architectures under tight memory, latency, and energy constraints. Existing workflows often…