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@inproceedings{DBLP:conf/sc/DugreHG19,
  author       = {Mathieu Dugr{\'{e}} and
                  Val{\'{e}}rie Hayot{-}Sasson and
                  Tristan Glatard},
  title        = {A Performance Comparison of Dask and Apache Spark for Data-Intensive
                  Neuroimaging Pipelines},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {40--49},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00010},
  doi          = {10.1109/WORKS49585.2019.00010},
  timestamp    = {Mon, 20 Jan 2020 19:02:05 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/DugreHG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/MehtaFKAWLSCTYM19,
  author       = {Kshitij Mehta and
                  Ian T. Foster and
                  Scott Klasky and
                  Bryce Allen and
                  Matthew Wolf and
                  Jeremy Logan and
                  Eric Suchyta and
                  Jong Choi and
                  Keichi Takahashi and
                  Igor Yakushin and
                  Todd S. Munson},
  title        = {A Codesign Framework for Online Data Analysis and Reduction},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {11--20},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00007},
  doi          = {10.1109/WORKS49585.2019.00007},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/MehtaFKAWLSCTYM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/NiuQWH19,
  author       = {Xinzheng Niu and
                  Mideng Qian and
                  Chase Q. Wu and
                  Aiqin Hou},
  title        = {On a Parallel Spark Workflow for Frequent Itemset Mining Based on
                  Array Prefix-Tree},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {50--59},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00011},
  doi          = {10.1109/WORKS49585.2019.00011},
  timestamp    = {Mon, 20 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/NiuQWH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/PatkiFBNGIR19,
  author       = {Tapasya Patki and
                  Zachary Frye and
                  Harsh Bhatia and
                  Francesco Di Natale and
                  James N. Glosli and
                  Helgi I. Ing{\'{o}}lfsson and
                  Barry Rountree},
  title        = {Comparing {GPU} Power and Frequency Capping: {A} Case Study with the
                  MuMMI Workflow},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {31--39},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00009},
  doi          = {10.1109/WORKS49585.2019.00009},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/PatkiFBNGIR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/SouzaVMCNALSTBC19,
  author       = {Renan Souza and
                  Patrick Valduriez and
                  Marta Mattoso and
                  Renato Cerqueira and
                  Marco Aur{\'{e}}lio Stelmar Netto and
                  Leonardo Azevedo and
                  V{\'{\i}}tor Louren{\c{c}}o and
                  Elton F. de Souza Soares and
                  Raphael Thiago and
                  Rafael Brand{\~{a}}o and
                  Daniel Civitarese and
                  Emilio Vital Brazil and
                  M{\'{a}}rcio Ferreira Moreno},
  title        = {Provenance Data in the Machine Learning Lifecycle in Computational
                  Science and Engineering},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00006},
  doi          = {10.1109/WORKS49585.2019.00006},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/SouzaVMCNALSTBC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/TschuterHWK019,
  author       = {Ronny Tsch{\"{u}}ter and
                  Christian Herold and
                  William Williams and
                  Maximilian Knespel and
                  Matthias Weber},
  title        = {A Top-Down Performance Analysis Methodology for Workflows: Tracking
                  Performance Issues from Overview to Individual Operations},
  booktitle    = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  pages        = {21--30},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/WORKS49585.2019.00008},
  doi          = {10.1109/WORKS49585.2019.00008},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/TschuterHWK019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/sc/2019works,
  title        = {2019 {IEEE/ACM} Workflows in Support of Large-Scale Science, WORKS@SC
                  2019, Denver, CO, USA, November 17, 2019},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8937308/proceeding},
  isbn         = {978-1-7281-5997-3},
  timestamp    = {Mon, 20 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/2019works.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}