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16th WORKS 2021, St. Louis, MO, USA

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2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), St. Louis, MO, USA, November 15, 2021. IEEE 2021, ISBN 978-1-6654-1136-3
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  - conf/works-ws/MazaheriKG21
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Mandana Mazaheri, Gregory Kiar, Tristan Glatard:
A Recommender System for Scientific Datasets and Analysis Pipelines. 1-8
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  - conf/works-ws/ShealyFS21
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Benjamin T. Shealy, F. Alex Feltus, Melissa C. Smith:
Intelligent Resource Provisioning for Scientific Workflows and HPC. 9-16
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  - conf/works-ws/PhungWCT21
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Thanh Son Phung, Logan T. Ward, Kyle Chard, Douglas Thain:
Not All Tasks Are Created Equal: Adaptive Resource Allocation for Heterogeneous Tasks in Dynamic Workflows. 17-24
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  - conf/works-ws/YildizMNP21
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Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka:
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows. 25-32
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Zhe Wang, Matthieu Dorier, Pradeep Subedi, Philip E. Davis, Manish Parashar:
An Adaptive Elasticity Policy For Staging Based In-Situ Processing. 33-41
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  - conf/works-ws/Hayot-SassonGR21
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Valérie Hayot-Sasson, Tristan Glatard, Ariel Rokem:
The benefits of prefetching for large-scale cloud-based neuroimaging analysis workflows. 42-49
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  - conf/works-ws/Al-SaadiABCCHHJ21
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Aymen Al-Saadi, Dong H. Ahn, Yadu N. Babuji, Kyle Chard, James Corbett, Mihael Hategan, Stephen Herbein, Shantenu Jha, Daniel E. Laney, André Merzky, Todd S. Munson, Michael Salim, Mikhail Titov, Matteo Turilli, Thomas D. Uram, Justin M. Wozniak:
ExaWorks: Workflows for Exascale. 50-57
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  - conf/works-ws/KrawczukPTDSNJL21
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Patrycja Krawczuk, George Papadimitriou, 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. 58-65
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  - conf/works-ws/GhoshalBEPPBNHR21
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Devarshi Ghoshal, Ludovico Bianchi, Abdelilah Essiari, Drew Paine, Sarah S. Poon, Michael W. Beach, Alpha T. N'Diaye, Patrick Huck, Lavanya Ramakrishnan:
Science Capsule: Towards Sharing and Reproducibility of Scientific Workflows. 66-73
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  - conf/works-ws/CasanovaDGHHKLM21
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Henri Casanova, Ewa Deelman, Sandra Gesing, Michael D. Hildreth, Stephen Hudson, William Koch, Jeffrey Larson, Mary Ann McDowell, Natalie Meyers, John-Luke Navarro, George Papadimitriou, Ryan Tanaka, Ian J. Taylor, Douglas Thain, Stefan M. Wild, Rosa Filgueira, Rafael Ferreira da Silva:
Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education. 74-80
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  - conf/works-ws/SilvaCCABBCCNEF21
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Rafael Ferreira da Silva, Henri Casanova, Kyle Chard, Ilkay Altintas, Rosa M. Badia, Bartosz Balis, Tainã Coleman, Frederik Coppens, Frank Di Natale, Bjoern Enders, Thomas Fahringer, Rosa Filgueira, Grigori Fursin, Daniel Garijo, Carole A. Goble, Dorran Howell, Shantenu Jha, Daniel S. Katz, Daniel E. Laney, Ulf Leser, Maciej Malawski, Kshitij Mehta, Loïc Pottier, Jonathan Ozik, J. Luc Peterson, Lavanya Ramakrishnan, Stian Soiland-Reyes, Douglas Thain, Matthew Wolf:
A Community Roadmap for Scientific Workflows Research and Development. 81-90

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