most citedSwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget

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cs.AR2026

DVFS for Small Language Model Inference on Mobile Edge Devices

Jiesong Chen, Lixiang Han, Jiani Cao +2

This paper presents DVFSLM, a new dynamic voltage and frequency scaling (DVFS) design for energy-efficient inference of small language models (SLMs) on mobile edge devices. The gro…