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Kaihui Gao

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Supercharging Packet-level Network Simulation of Large Model Training via Memoization...NSDI '262026-05-04
Wormhole implements a C++ ns-3 kernel that uses network partitioning, state memoization and rate-based steady-state detection to skip repetitive packet events…
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CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion...NSDI '262026-05-04
CCEval is an evaluation framework that outputs confidence intervals and forecasts needed trials using model-free trial forecasting and speeds extreme-tail…
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Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment...NSDI '252025-04-28
Presents Multiverse, a GPU-based LLM-training simulator that runs many independent experiments in one process using SPME and data-oriented DoD modeling, with…
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Buffer-based End-to-end Request Event Monitoring in the Cloud19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
BufScope models the request datapath as a buffer chain and injects per-request IDs plus a remaining-size field into packet headers so SmartNICs and…
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