Real-Time Machine Learning: The Missing Pieces
Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 2017.
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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