A Performance Characterization of Scientific Machine Learning Workflows

Patrycja Krawczuk, George Papadimitriou 0002, Ryan Tanaka, Tu Mai Anh Do, Srujana Subramanya, Shubham Nagarkar, Aditi Jain, Kelsie Lam, Anirban Mandal, Loïc Pottier, Ewa Deelman. A Performance Characterization of Scientific Machine Learning Workflows. In 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), St. Louis, MO, USA, November 15, 2021. pages 58-65, IEEE, 2021. [doi]

@inproceedings{KrawczukPTDSNJL21,
  title = {A Performance Characterization of Scientific Machine Learning Workflows},
  author = {Patrycja Krawczuk and George Papadimitriou 0002 and Ryan Tanaka and Tu Mai Anh Do and Srujana Subramanya and Shubham Nagarkar and Aditi Jain and Kelsie Lam and Anirban Mandal and Loïc Pottier and Ewa Deelman},
  year = {2021},
  doi = {10.1109/WORKS54523.2021.00013},
  url = {https://doi.org/10.1109/WORKS54523.2021.00013},
  researchr = {https://researchr.org/publication/KrawczukPTDSNJL21},
  cites = {0},
  citedby = {0},
  pages = {58-65},
  booktitle = {2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), St. Louis, MO, USA, November 15, 2021},
  publisher = {IEEE},
  isbn = {978-1-6654-1136-3},
}