Loading…
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Souza, Renan, Azevedo, Leonardo, Lourenco, Vitor, Soares, Elton, Thiago, Raphael, Brandao, Rafael, Civitarese, Daniel, Brazil, Emilio, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A.S.
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
Comparing GPU Power and Frequency Capping: A Case Study with the MuMMI Workflow
Patki, Tapasya, Frye, Zachary, Bhatia, Harsh, Di Natale, Francesco, Glosli, James, Ingolfsson, Helgi, Rountree, Barry
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
A Codesign Framework for Online Data Analysis and Reduction
Mehta, Kshitij, Allen, Bryce, Wolf, Matthew, Logan, Jeremy, Suchyta, Eric, Choi, Jong, Takahashi, Keichi, Yakushin, Igor, Munson, Todd, Foster, Ian, Klasky, Scott
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
A Performance Comparison of Dask and Apache Spark for Data-Intensive Neuroimaging Pipelines
Dugre, Mathieu, Hayot-Sasson, Valerie, Glatard, Tristan
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
On a Parallel Spark Workflow for Frequent Itemset Mining Based on Array Prefix-Tree
Niu, Xinzheng, Qian, Mideng, Wu, Chase, Hou, Aiqin
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
A Top-Down Performance Analysis Methodology for Workflows: Tracking Performance Issues from Overview to Individual Operations
Tschueter, Ronny, Herold, Christian, Williams, William, Knespel, Maximilian, Weber, Matthias
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Get full text
Conference Proceeding
Loading…
Message from the Workshop Chairs
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS)
(01.11.2019)
Get full text
Conference Proceeding