Diagnosing Performance Variations in HPC Applications Using Machine Learning

Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse Kivilcim Coskun. Diagnosing Performance Variations in HPC Applications Using Machine Learning. In Julian M. Kunkel, Rio Yokota, Pavan Balaji, David E. Keyes, editors, High Performance Computing - 32nd International Conference, ISC High Performance 2017, Frankfurt, Germany, June 18-22, 2017, Proceedings. Volume 10266 of Lecture Notes in Computer Science, pages 355-373, Springer, 2017. [doi]

@inproceedings{TuncerAZTBLEC17,
  title = {Diagnosing Performance Variations in HPC Applications Using Machine Learning},
  author = {Ozan Tuncer and Emre Ates and Yijia Zhang and Ata Turk and Jim M. Brandt and Vitus J. Leung and Manuel Egele and Ayse Kivilcim Coskun},
  year = {2017},
  doi = {10.1007/978-3-319-58667-0_19},
  url = {https://doi.org/10.1007/978-3-319-58667-0_19},
  researchr = {https://researchr.org/publication/TuncerAZTBLEC17},
  cites = {0},
  citedby = {0},
  pages = {355-373},
  booktitle = {High Performance Computing - 32nd International Conference, ISC High Performance 2017, Frankfurt, Germany, June 18-22, 2017, Proceedings},
  editor = {Julian M. Kunkel and Rio Yokota and Pavan Balaji and David E. Keyes},
  volume = {10266},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-58667-0},
}