Hanyu Zhao
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| title | conference | date |
|---|---|---|
| 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… | ||
| Dynamic Scheduling for Large Language Model Serving | Ray Summit 2024 | 2024-09-30 |
Llumnix is a dynamic scheduler built on vLLM and Ray that implements near-zero-downtime live migration of KV caches to continuously reschedule requests across… | ||
| Llumnix: Dynamic Scheduling for Large Language Model Serving | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
Llumnix implements live migration of per-request KV caches to reschedule running LLM inferences across instances with near-zero downtime, using a distributed… | ||
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