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titleconferencedate
SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line RateNSDI '262026-05-04
SPLIDT implements partitioned decision trees on switches/SmartNICs by cutting trees into per-subtree partitions, training each subtree on fixed-size packet…
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Modular Switch Programming Under Resource Constraints19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
P4All extends P4 with elastic data structures (symbolic sizes + objective functions) and compile-time loops and uses dependency analysis plus an ILP-based…
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SwiSh: Distributed Shared State Abstractions for Programmable Switches19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
SwiSh provides a data‑plane shared‑state layer that runs on P4/Tofino switches and implements three replication protocols (strong, eventual, and Strong…
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