On-device energy forecasting accuracy can cause net energy loss due to inference energy and battery dynamics; paper quantifies the Accuracy-Efficiency Paradox.
Read the original at arxiv.org→arXiv:2608.26134v1 Announce Type: new Abstract: Energy forecasting aims to maximize accuracy to ensure energy efficiency by reducing energy waste, an objective that applies equally to on-device forecasting for...
Original headline: "The Accuracy-Efficiency Paradox Quantifying Net Energy Loss in on-Device Energy Forecasting"
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- Aug 28, 04:00 UTC arXiv cs.AI lead source The Accuracy-Efficiency Paradox Quantifying Net Energy Loss in on-Device Energy Forecasting