Lixi Zhou
  • Bio
  • Publications
  • Resume
  • Publications
    • ExBoost: Out-of-Box Co-Optimization of Machine Learning and Join Queries
    • Privacy and Accuracy-Aware AI/ML Model Deduplication
    • DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup
    • Serving Deep Learning Models from Relational Databases
    • Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis
    • Benchmark of DNN Model Search at Deployment Time
    • Serving deep learning models with deduplication from relational databases
    • Integration of fast-evolving data sources using a deep learning approach
    • It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing
    • Survive the schema changes: integration of unmanaged data using deep learning
  • Projects
    • Pandas
    • PyTorch
    • scikit-learn
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    • Learn JavaScript
    • Learn Python

Serving deep learning models with deduplication from relational databases

Jan 1, 2022·
Lixi Zhou
Lixi Zhou
,
Jiaqing Chen
,
Amitabh Das
,
Hong Min
,
Lei Yu
,
Ming Zhao
,
Jia Zou
· 0 min read
PDF Cite
Type
Journal article
Publication
Proceedings of the VLDB Endowment [VLDB 2022]
Last updated on Jan 1, 2022
Lixi Zhou
Authors
Lixi Zhou
PhD Student
← Benchmark of DNN Model Search at Deployment Time Jan 1, 2022
Integration of fast-evolving data sources using a deep learning approach Jan 1, 2020 →

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