Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education

Henri Casanova, Ewa Deelman, Sandra Gesing, Michael Hildreth, Stephen Hudson, William Koch, Jeffrey Larson, Mary Ann McDowell, Natalie Meyers, John Luke Navarro, George Papadimitriou, Ryan Tanaka, Ian Taylor, Douglas Thain, Stefan M. Wild, Rosa Filgueira, Rafael Ferreira da Silva

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Lightning talks of the Workflows in Support of Large-Scale Science (WORKS) workshop are a venue where the workflow community (researchers, developers, and users) can discuss work in progress, emerging technologies and frameworks, and training and education materials. This paper summarizes the WORKS 2021 lightning talks, which cover four broad topics: (i) libEnsemble, a Python library to coordinate the concurrent evaluation of dynamic ensembles of calculations; (ii) Edu WRENCH, a set of online pedagogic modules that provides simulation-driven hands-on activity in the browser; (iii) VisDict, an envisioned visual dictionary framework that will translate terms, jargon, and concepts between research domains and workflow providers; and (iv) Pegasus Kickstart, a lightweight tool for capturing workflow tasks' performance, including performance metrics from Nvidia GPUs.

Original languageEnglish
Title of host publication2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS)
PublisherIEEE
Pages74-80
Number of pages7
ISBN (Electronic)9781665411363
DOIs
Publication statusPublished - 28 Dec 2021
Event16th IEEE Workshop on Workflows in Support of Large-Scale Science 2021 - St. Louis, United States
Duration: 15 Nov 2021 → …

Conference

Conference16th IEEE Workshop on Workflows in Support of Large-Scale Science 2021
Abbreviated titleWORKS 2021
Country/TerritoryUnited States
CitySt. Louis
Period15/11/21 → …

Keywords

  • Concurrent computing
  • Ensembles
  • GPU
  • Monitoring
  • Numerical optimization
  • Nvidia
  • Python
  • Scientific workflows
  • Simulation
  • Training and education

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems and Management
  • Chemical Engineering (miscellaneous)
  • Engineering (miscellaneous)
  • Health Informatics
  • Education

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