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Zhuotao Liu

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PRED: Performance-oriented Random Early Detection for Consistently Stable Performance...NSDI '252025-04-28
PRED implements on- switch flow counting and two loosely coupled subsystems, Flow Concurrent Stabilizer (FCS) and Queue Length Adjuster (QLA), using MIMD to…
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Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Implements a prototype on P4 Barefoot Tofino and claims line‑speed neural inference by running a binarized RNN with sliding‑window recurrence entirely on the…
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Change Management in Physical Network Lifecycle AutomationUSENIX ATC '232023-07-10
Google describes a deployed system that automates physical network lifecycle changes using the MALT language and a suite of services: a model design service, a…
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