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Fuliang Li

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titleconferencedate
HeteCCL: Synthesizing Near-Optimal Collective Communication Schedules for HeterogeneousNSDI '262026-05-04
HeteCCL generates near‑optimal collective schedules by quantizing data into step‑level chunks, modeling topology and link bandwidth precisely, and casting…
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Minder: Faulty Machine Detection for Large-scale Distributed Model TrainingNSDI '252025-04-28
Minder is an automated faulty-machine detector deployed for over a year on thousand‑machine distributed training jobs; it builds per‑metric parametric models…
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AutoSketch: Automatic Sketch-Oriented Compiler for Query-driven Network Telemetry21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
AutoSketch automatically compiles high-level query operators into sketch instances, then searches configurations to meet a user-specified accuracy intent…
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