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Qi Wu

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titleconferencedate
ONCache: A Cache-Based Low-Overhead Container Overlay NetworkNSDI '252025-04-28
Claims a cache of per-flow processing results (routing, tunnel headers, packet-filter decisions, with checksum fixes) eliminates repetitive overlay work and…
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ML with Domain-Specific Ontology for IT Security IndustryBerlin Buzzwords 20232023-06-18
A pipeline for BSI-style IT security monitoring combines a curated ontology with machine learning: ontology relation vectors (one dimension per related entity)…
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Compress language models to effective & resource-saving models with knowledge distillationBerlin Buzzwords 20222022-06-12
Distills a Flair pipeline based on XLM-R teacher into an RNN student with GloVe for German NER, training the student on teacher-labeled data plus originals…
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Re-think Data Management Software Design Upon the Arrival of Storage Hardware with12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage '20)2020-07-13
Argues that transparent compression embedded in drives (an FPGA-based flash controller exposing a standard block device) decouples logical from physical…
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