Performance Evaluation of Python Based Data Analytics Frameworks in Summit: Early Experiences

Benjamín Hernández, Suhas Somnath, Junqi Yin, Hao Lu, Joe Eaton, Peter Entschev, John Kirkham, Zahra Ronaghi. Performance Evaluation of Python Based Data Analytics Frameworks in Summit: Early Experiences. In Jeffrey Nichols, Becky Verastegui, Arthur Barney Maccabe, Oscar Hernandez, Suzanne Parete-Koon, Theresa Ahearn, editors, Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI - 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers. Volume 1315 of Communications in Computer and Information Science, pages 366-380, Springer, 2020. [doi]

@inproceedings{HernandezSYLEEK20,
  title = {Performance Evaluation of Python Based Data Analytics Frameworks in Summit: Early Experiences},
  author = {Benjamín Hernández and Suhas Somnath and Junqi Yin and Hao Lu and Joe Eaton and Peter Entschev and John Kirkham and Zahra Ronaghi},
  year = {2020},
  doi = {10.1007/978-3-030-63393-6_24},
  url = {https://doi.org/10.1007/978-3-030-63393-6_24},
  researchr = {https://researchr.org/publication/HernandezSYLEEK20},
  cites = {0},
  citedby = {0},
  pages = {366-380},
  booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI - 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, August 26-28, 2020, Revised Selected Papers},
  editor = {Jeffrey Nichols and Becky Verastegui and Arthur Barney Maccabe and Oscar Hernandez and Suzanne Parete-Koon and Theresa Ahearn},
  volume = {1315},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-030-63393-6},
}