116 citations · 649 across the 37 of their papers we have counts for
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cs.DB2017★ 17 cited
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
Tian Li, Jie Zhong, Ji Liu +2
We present ease.ml, a declarative machine learning service platform we built to support more than ten research groups outside the computer science departments at ETH Zurich for the…
cs.DC2017★ 9 cited
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?
Yu Liu, Hantian Zhang, Luyuan Zeng +2
We conduct an empirical study of machine learning functionalities provided by major cloud service providers, which we call machine learning clouds. Machine learning clouds hold the…