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Xiangyu Gao

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FENIX: Enabling In-Network DNN Inference with FPGA-Enhanced Programmable SwitchesNSDI '262026-05-04
FENIX implements a hybrid pipeline: a switch-based Data Engine extracts features and uses a probabilistic token bucket to limit feature stream rate, and an…
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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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State-Compute Replication: Parallelizing High-Speed Stateful Packet ProcessingNSDI '252025-04-28
Introduces state-compute replication that replicates only the state-update code and attaches compact per-packet histories so each core fast-forwards private…
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