Binzhang Fu
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| title | conference | date |
|---|---|---|
| SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large... | NSDI '25 | 2025-04-28 |
SimAI claims a unified, high‑precision LLM training simulator that matches real runs 98.1% alignment by hijacking training frameworks (Megatron, DeepSpeed)… | ||
| GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale | NSDI '25 | 2025-04-28 |
Prism disaggregates CPU and GPU pools via graph-level partitioning and RDMA so embedding lookups run on CPU nodes and dense nets on GPU nodes, using a fusgraph… | ||
| 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… | ||
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