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]

Authors

Michael Kuchnik

This author has not been identified. Look up 'Michael Kuchnik' in Google

Ana Klimovic

This author has not been identified. Look up 'Ana Klimovic' in Google

Jiri Simsa

This author has not been identified. Look up 'Jiri Simsa' in Google

Virginia Smith

This author has not been identified. Look up 'Virginia Smith' in Google

George Amvrosiadis

This author has not been identified. Look up 'George Amvrosiadis' in Google