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Zhenhua Han

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titleconferencedate
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Parrot is an LLM-serving system that exposes Semantic Variable annotations so the service sees the dataflow across multiple prompt requests and can do…
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Optimizing Dynamic Neural Networks with BrainstormOSDI 20232023-07-10
Brainstorm introduces Cell as the sub-tensor routing unit and Router as a programmable dispatch operator, collects fine-grained runtime profiles, and applies…
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PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning TrainingUSENIX ATC '222022-07-11
PilotFish co-locates deep learning training with cloud gaming, hooks DirectX/OpenGL to capture idle GPU periods in sub-millisecond granularity, and schedules…
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