Yu Guan
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| title | conference | date |
|---|---|---|
| TrainMover: An Interruption-Resilient Runtime for ML Training | 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26) | 2026-07-13 |
TrainMover is an ML training runtime that prepares standby GPUs ahead of interruptions by pre-recording output tensors and running communication-free sandboxed… | ||
| EROICA: Online Performance Troubleshooting for Large-scale Model Training | NSDI '26 | 2026-05-04 |
EROICA is an online profiler that triggers only on iteration slowdowns, profiles all workers simultaneously, extracts beta, mu, sigma fingerprints for… | ||
| Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production | NSDI '25 | 2025-04-28 |
Aegis is a production fault diagnosis system for AI model training that evolves from enhanced legacy tools to a customized collective communication library… | ||
| Mitigating Scalability Walls of RDMA-based Container Networks | NSDI '25 | 2025-04-28 |
ScalaCN infers RNIC internals via combinatorial causal testing and links specific config dimensions to failures, finding that increasing flow-group query cost… | ||
| Making Sense of Sleep: Multimodal Sleep Stage Classification in a Large, Diverse Population ... | UbiComp / ISWC 2020 | 2020-09-12 |
Study uses multimodal actigraphy and ECG from 1,743 participants to extract 370 activity statistics and HRV features per epoch, aligns RR intervals with… | ||
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