Rafiki: Machine Learning as an Analytics Service System

PVLDB (The Proceedings of the VLDB Endowment) 2018 Wei WangSheng WangJinyang GaoMeihui ZhangGang ChenTeck Khim NgBeng Chin Ooi

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 analysis tasks, especially on high-stakes applications.Typical applications include sentiment analysis against reviews for analyzing on-line products, image classification in food logging applications for monitoring user's daily intake and stock movement prediction... (read more)

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