The Future of In-Network AI: LUTs Over ALUs

P4 switches werenโ€™t built for DNNsโ€”but our LUT distillation changes that. By mapping neurons to flow tables, we enable complex AI models in hardware-constrained pipelines, with no accuracy loss. Tested on DDoS detection, itโ€™s faster and leaner than GPU offloading.

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๐ŸŒŸ Check the updates from the website: www.cleverproject.eu ๐ŸŒŸ Full paper in:  https://zenodo.org/records/11029807