A novel route to secure and low-power accelerators for edge computing
Résumé
A novel route to secure and low-power accelerators for edge computing Dr. Fabio Pavanello, Researcher at CNRS/CROMA Laboratory, guides us through a novel route to secure and low-power accelerators for edge computing, or in other words, the NEUROPULS approach. The current exponential increase of devices at the edge demands ever-growing performance to process vast amounts of locally generated data daily. Specialised hardware solutions are under investigation to achieve ultra-low-power computation while being lightweight, cost-effective, and commercially scalable. Additionally, such solutions shall also be highly secure, e.g., for data integrity and confidentiality, and, depending on the application, should provide extremely low latencies, e.g., in safety-critical scenarios (autonomous driving, healthcare, aviation, etc.).
Domaines
Sciences de l'ingénieur [physics]
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openaccessgovernment.org-A-novel-route-to-secure-and-low-power-accelerators-for-edge-computing.pdf (509.23 Ko)
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