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cs.DB2023
Serving Deep Learning Model in Relational Databases
Lixi Zhou, Qi Lin, Kanchan Chowdhury +9
Serving deep learning (DL) models on relational data has become a critical requirement across diverse commercial and scientific domains, sparking growing interest recently. In this…
cs.DB2023★ 5 cited
DeepMapping: Learned Data Mapping for Lossless Compression and Efficient Lookup
Lixi Zhou, K. Selçuk Candan, Jia Zou
Storing tabular data to balance storage and query efficiency is a long-standing research question in the database community. In this work, we argue and show that a novel DeepMappin…