18 citations · 26 across the 5 of their papers we have counts for
Showing cs.DBShow all
2 papers · 1 filter
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…
cs.DB2022★ 18 cited
Serving Deep Learning Models with Deduplication from Relational Databases
Lixi Zhou, Jiaqing Chen, Amitabh Das +4
There are significant benefits to serve deep learning models from relational databases. First, features extracted from databases do not need to be transferred to any decoupled deep…