56 citations · 223 across the 16 of their papers we have counts for
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cs.DB2018★ 15 cited
Rafiki: Machine Learning as an Analytics Service System
Wei Wang, Sheng Wang, Jinyang Gao +4
Big data analytics is gaining massive momentum in the last few years. Applying machine learning models to big data has become an implicit requirement or an expectation for most ana…
cs.DB2015★ 12 cited
Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale
Jinyang Gao, H. V. Jagadish, Beng Chin Ooi
Recent years have witnessed amazing outcomes from "Big Models" trained by "Big Data". Most popular algorithms for model training are iterative. Due to the surging volumes of data,…