Real-Time Machine Learning: The Missing Pieces

Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 2017.

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Abstract:

Machine learning applications are increasingly deployed not only to serve predictions using static models, but also as tightly-integrated components of feedback loops involving dynamic, real-time decision making. These applications pose a new set of requirements, none of which are difficult to achieve in isolation, but the combination of ...More

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