106 citations · 429 across the 28 of their papers we have counts for
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cs.DC2021★ 106 cited
Towards Demystifying Serverless Machine Learning Training
Jiawei Jiang, Shaoduo Gan, Yue Liu +6
The appeal of serverless (FaaS) has triggered a growing interest on how to use it in data-intensive applications such as ETL, query processing, or machine learning (ML). Several sy…
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…