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Walter Willinger

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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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Dynamic Scheduling of Approximate Telemetry Queries19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
System reframes telemetry as a runtime resource scheduler and implements a time-division approximation with cluster sampling to estimate error from only…
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Hey, Lumi! Using Natural Language for Intent-Based Network ManagementUSENIX ATC '212021-07-14
Builds a working system called Lumi that turns freeform operator requests into a structured intent language (Nile), compiles them into device configs (targets…
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Dasu: Pushing Experiments to the Internet’s EdgeNSDI 20132013-04-02
Dasu is a deployable edge experimentation platform with over 90,000 installs across 1,802 networks in 147 countries that lets experimenters push controlled…
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