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16th WORKS 2021, St. Louis, MO, USA
- 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
- Mandana Mazaheri, Gregory Kiar, Tristan Glatard:
A Recommender System for Scientific Datasets and Analysis Pipelines. 1-8 - Benjamin T. Shealy, F. Alex Feltus, Melissa C. Smith:
Intelligent Resource Provisioning for Scientific Workflows and HPC. 9-16 - 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 - Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka:
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows. 25-32 - Zhe Wang, Matthieu Dorier
, Pradeep Subedi
, Philip E. Davis, Manish Parashar:
An Adaptive Elasticity Policy For Staging Based In-Situ Processing. 33-41 - Valérie Hayot-Sasson, Tristan Glatard
, Ariel Rokem:
The benefits of prefetching for large-scale cloud-based neuroimaging analysis workflows. 42-49 - 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 - 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 - 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 - 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 - 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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