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P4 Switches Can Run DNNs—Here’s How No ALUs?

  • News
  • Philip
  • November 17, 2025

No problem. Our cascaded LUT distillation maps DNNs into P4 flow tables, enabling wirespeed inference without hardware changes. Tested on DDoS detection, it achieves 93% F1-score with 8-bit inputs.

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🌟 Full paper in: https://zenodo.org/records/11029807  


Project: 101097560 — CLEVER — HORIZON-KDT-JU-2021-2-RIA

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