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Nathan Zhang

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Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
CARAVAN is a prototype system that uses labeling agents (off‑the‑shelf foundation models like GPT‑4 via API) to generate noisy labels (70–80% accuracy) for…
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Tags: A Framework for Distributed Event OrderingPLARCH 20232023-06-17
Proposes Tags, an abstract token-credit model for reconfigurable dataflow accelerators that concretely defines publish/update/ready functions and per-edge…
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