Edge ML vs. TinyML: A Comparative Analysis with Experimental Results on Power Efficiency and Model Optimization

Moez Altayeb, Marco Zennaro, Pietro Manzoni. Edge ML vs. TinyML: A Comparative Analysis with Experimental Results on Power Efficiency and Model Optimization. In 23rd Consumer Communications & Networking Conference, CCNC 2026, Las Vegas, NV, USA, January 9-12, 2026. pages 1-4, IEEE, 2026. [doi]

@inproceedings{AltayebZM26,
  title = {Edge ML vs. TinyML: A Comparative Analysis with Experimental Results on Power Efficiency and Model Optimization},
  author = {Moez Altayeb and Marco Zennaro and Pietro Manzoni},
  year = {2026},
  doi = {10.1109/CCNC65079.2026.11366412},
  url = {https://doi.org/10.1109/CCNC65079.2026.11366412},
  researchr = {https://researchr.org/publication/AltayebZM26},
  cites = {0},
  citedby = {0},
  pages = {1-4},
  booktitle = {23rd Consumer Communications & Networking Conference, CCNC 2026, Las Vegas, NV, USA, January 9-12, 2026},
  publisher = {IEEE},
  isbn = {979-8-3315-9673-6},
}