Hardware P4 switches lack ALUs and fast stateful memory, making DNN deployment impossible—until now. Our cascaded LUT distillation maps any DNN into lookup tables, enabling wirespeed inference with no performance loss. Tested on DDoS mitigation, it achieves 93% F1-score with 8-bit inputs.
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🌟 Full paper in: https://zenodo.org/records/11029807