Bingsheng He
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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… | ||
| FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated... | USENIX ATC '20 | 2020-07-15 |
FineStream builds a windowed SQL stream engine for CPU-GPU integrated architectures that uses online profiling and a performance model to do fine-grained… | ||
| G-NET: Effective GPU Sharing in NFV Systems | NSDI '18 | 2018-04-09 |
G-NET implements a hypervisor manager that creates a common GPU context to enable spatial GPU sharing across NFV containers, uses a service-chain scheduler… | ||
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