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

Emerging Frameworks for Advancing Scientific Workflows Research, Development, and Education
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推进科学工作流程研究、开发和教育的新兴框架

DOI：
10.1109/works54523.2021.00015
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发表时间：
2021
期刊：
2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS
影响因子：
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通讯作者：
Navarro, John-Luke
Navarro, John-Luke
中科院分区：
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文献类型：
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作者：
Casanova, Henri;Deelman, Ewa;Gesing, Sandra;Hildreth, Michael;Hudson, Stephen;Koch, William;Larson, Jeffrey;McDowell, Mary Ann;Meyers, Natalie;Navarro, John-Luke

文献摘要

相似文献

支持大规模科学（WORKS）工作流研讨会的闪电会谈是工作流社区（研究人员，开发人员和用户）可以讨论正在进行的工作，新兴技术和框架以及培训和教育材料的场所。本文总结了WORKS 2021闪电会谈，其中涵盖四个广泛的主题：（i）libEnsemble，一个Python库，用于协调动态计算集合的并发评估;（ii）Edu WRENCH，一组在线教学模块，在浏览器中提供模拟驱动的实践活动; ㈢ VisDict，这是一个设想中的视觉词典框架，将翻译研究领域和工作流程提供者之间的术语、行话和概念;以及（iv）Pegasus Kickstart，一个用于捕获工作流任务性能的轻量级工具，包括来自Nvidia GPU的性能指标。
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.