Science Capsule - Capturing the Data Life Cycle

Autor:	Lavanya Ramakrishnan, Michael Beach, Abdelilah Essiari, Ludovico Bianchi, Devarshi Ghoshal, Drew Paine
Rok vydání:	2021
Předmět:	Scientific Workflows business.industry Computer science Data management Big data Python (programming language) Data life cycle Supercomputer JavaScript Reproducibility Provenance business Software engineering computer computer.programming_language
DOI:	10.5281/zenodo.4926768
Popis:	Science Capsule is a free open source software that allows researchers to automatically capture their end-to-end workflows including the scripts, data, and execution environment. Science Capsule monitors the workflow environment to capture the provenance at runtime. It provides a timeline view and a web interface to represent the workflow and data life cycle, and the associated provenance information. Science Capsule also leverages container technologies to provide a lightweight, executable package of the scripts and required dependencies, ensuring portability and reproducibility. This work is supported by the U.S. Department of Energy, Office of Science and Office of Advanced Scientific Computing Research (ASCR) under Contract No. DE-AC02-05CH11231.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::96900122fbaf284f43e7c5beda755b4b Zobrazit plný text záznamu