Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines

Michael Kuchnik, Ana Klimovic, Jiri Simsa, Virginia Smith, George Amvrosiadis. Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. In Diana Marculescu, Yuejie Chi, Carole-Jean Wu, editors, Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022. mlsys.org, 2022. [doi]

Abstract

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