Switches filter sensor streams in the forwarding path: multiplierless binDCT lifts in-network classification MCC from 0.35 to 0.42
A binDCT block transform runs directly on a programmable switch, filtering noisy sensor streams on the forwarding path before in-network machine learning, which raises switch-side classification MCC from 0.35 to 0.42 and matches the server-side value.