Weihao Cui
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| title | conference | date |
|---|---|---|
| FLARE: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus... | NSDI '26 | 2026-05-04 |
FLARE integrates a lightweight tracing daemon that instruments Python APIs and GPU kernels without backend patches, and a diagnostic engine that performs… | ||
| MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters... | NSDI '26 | 2026-05-04 |
Datacenter fine-tuning system that multiplexes a frozen LLM backbone across concurrent PEFT tasks, using spatial-temporal multiplexing and a hierarchical… | ||
| Efficient Performance-Aware GPU Sharing with Compatibility and Isolation through... | USENIX ATC '25 | 2025-07-07 |
KRYPTON implements kernel-space command-buffer interception and a spatio-temporal orchestrator on A100 and 4090 hardware, using offline profiling, CPU tokens… | ||
| Optimizing Dynamic Neural Networks with Brainstorm | OSDI 2023 | 2023-07-10 |
Brainstorm introduces Cell as the sub-tensor routing unit and Router as a programmable dispatch operator, collects fine-grained runtime profiles, and applies… | ||
| DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient... | USENIX ATC '22 | 2022-07-11 |
DVABatch is a GPU runtime that slices DNNs into staged executors and exposes three meta-operations new/stress/split to implement a multi-entry multi-exit… | ||
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