Emerging frameworks for advancing scientific workflows research, development, and education

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

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

1 Citation (Scopus)

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 publicationProceedings of WORKS21
Subtitle of host publication16th Workshop on Workflows in Support of Large-scale Science
EditorsRafael Ferreira da Silva, Rosa Filgueira
Place of PublicationPiscataway, NJ
PublisherIEEE
Pages74-80
Number of pages7
ISBN (Electronic)9781665411363
ISBN (Print)9781665411370
DOIs
Publication statusPublished - 28 Dec 2021
EventThe International Conference for High Performance Computing, Networking, Storage and Analysis - America's Center, St. Louis, United States
Duration: 14 Oct 202119 Oct 2021
http://sc21.supercomputing.org

Conference

ConferenceThe International Conference for High Performance Computing, Networking, Storage and Analysis
Abbreviated titleSC21
Country/TerritoryUnited States
CitySt. Louis
Period14/10/2119/10/21
Internet address

Keywords

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

Fingerprint

Dive into the research topics of 'Emerging frameworks for advancing scientific workflows research, development, and education'. Together they form a unique fingerprint.

Cite this