Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models

David Nigenda, Zohar Karnin, Muhammad Bilal Zafar, Raghu Ramesha, Alan Tan, Michele Donini, Krishnaram Kenthapadi. Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models. In Aidong Zhang, Huzefa Rangwala, editors, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. pages 3671-3681, ACM, 2022. [doi]

Abstract

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