SysML: The New Frontier of Machine Learning Systems.
arXiv: Learning, (2019)
Machine learning (ML) techniques are enjoying rapidly increasing adoption. However, designing and implementing the systems that support ML models in real-world deployments remains a significant obstacle, in large part due to the radically different development and deployment profile of modern ML methods, and the range of practical concern...更多
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