11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Energy-Aware Dynamic Neural Inference
Marcello Bullo, Seifallah Jardak, Pietro Carnelli +1
The growing demand for intelligent applications beyond the network edge, coupled with the need for sustainable operation, are driving the seamless integration of deep learning (DL)…
eess.SY2023★ 11 cited
Sustainable Edge Intelligence Through Energy-Aware Early Exiting
Marcello Bullo, Seifallah Jardak, Pietro Carnelli +1
Deep learning (DL) models have emerged as a promising solution for the Internet of Things (IoT). However, due to their computational complexity, DL models consume significant amoun…