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]
@inproceedings{KuchnikKSSA22,
title = {Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines},
author = {Michael Kuchnik and Ana Klimovic and Jiri Simsa and Virginia Smith and George Amvrosiadis},
year = {2022},
url = {https://proceedings.mlsys.org/paper/2022/hash/077e29b11be80ab57e1a2ecabb7da330-Abstract.html},
researchr = {https://researchr.org/publication/KuchnikKSSA22},
cites = {0},
citedby = {0},
booktitle = {Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022},
editor = {Diana Marculescu and Yuejie Chi and Carole-Jean Wu},
publisher = {mlsys.org},
}