33 citations · 74 across the 12 of their papers we have counts for
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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…
cs.DB2023
A Comparison of Decision Forest Inference Platforms from A Database Perspective
Hong Guan, Mahidhar Reddy Dwarampudi, Venkatesh Gunda +3
Decision forest, including RandomForest, XGBoost, and LightGBM, is one of the most popular machine learning techniques used in many industrial scenarios, such as credit card fraud…