~/talks

Xin Liu

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where they keep going back

  • NSDI2 editions2020–2023

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who talks about the same things

titleconferencedate
Enabling AI Network Cross-Layer Design and Operations with Arcadia...NSDI '262026-05-04
Arcadia is a calibrated, multi‑fidelity discrete‑event simulator that replays production traces to answer counterfactuals about schedulers, transports…
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Offloading Cloud Network Services at Production ScaleNSDI '262026-05-04
Microsoft deploys SONiC DASH SmartSwitch: an immutable DASH pipeline programming model plus a uni-box SmartSwitch that co-locates NPU and up to eight DPUs and…
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Understanding Stragglers in Large Model Training Using What-if AnalysisOSDI '252025-07-07
Five-month ByteDance cluster traces, with jobs up to >5,000 GPUs, drive a counterfactual what-if simulation that replaces computation times with the mean and…
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ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model DevelopmentNSDI '252025-04-28
ByteCheckpoint implements a parallelism-agnostic checkpoint representation and load-time resharding so checkpoints saved on one GPU layout can be read into…
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Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Pudica is an end-to-end congestion control that probes link BUR (bandwidth utilization ratio) by sending paced frame traffic plus occasional payload-free probe…
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MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MegaScale is a production system that trains LLMs on more than 10,000 GPUs and achieves concrete gains: 55.2% Model FLOPs Utilization when training a 175B…
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Empowering Azure Storage with RDMANSDI 20232023-04-17
Azure replaces TCP with RoCEv2-based RDMA at regional scale, moving roughly 70% of traffic to RDMA and handling exabytes per day over 100+ Gbps links up to…
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Disappeared Coins: Steal Hashrate in Stratum SecretlyBlack Hat Asia 20212021-05-04
Two novel MITM schemes reliably steal miner hashrate from Stratum v1: a stealthy set_extranonce job-injection proxy that intercepts subscription/authorize…
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Verification and Redesign of OFDM BackscatterNSDI ’212021-04-12
Identifies why OFDM backscatter fails: WiFi receiver phase error correction cancels symbol-level tag phase shifts, breaking codeword-translation designs…
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VMscatter: A Versatile MIMO BackscatterNSDI 20202020-02-25
Implements space-time coding on tag using only on/off reflection states to achieve full MIMO diversity, with a practical hardware prototype (tested as 2×4×4)…
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Panel Discussion: Cloud NativeLinuxCon + ContainerCon + CloudOpen China 20182018-06-25
Keynote Panel: Cloud Native - Dan Kohn, Cloud Native Computing Foundation; Junjie Cai, Alibaba Cloud; Anni Lai, Huawei; Todd Moore, IBM; Michelle Noorali…
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Automated testingAndroid Game Developer Summit 20182018-05-07
NetEase open-sources an automated game test stack that uses image recognition to drive input and auto-generates Python from on-screen actions, with a…
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Jetto: Using Lateral Force Feedback for Smartwatch InteractionsCHI 20182018-04-21
A wristwatch prototype called Jetto prototype uses an air-jet pneumatic nozzle and a 3.5" TFT with two gear motors and IR encoders to generate localized…
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