Guix-HPC — Creating a reproducible workflow with CWL
Reproducible software deployment for high-performance computing. In the quest for truly reproducible workflows I set out to create an example of a reproducible workflow using GNU Guix, IPFS, and CWL. GNU Guix provides content-addressable, reproducible, and verifiable software deployment. IPFS provides content-addressable storage, and CWL describes workflows that can run on specifically supported b
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Common Workflow Language (CWL) is an open standard for describing how to run command line tools and connect them to create workflows. Tools and workflows described using CWL are portable across a variety of platforms that support the CWL standards. Using CWL, it is easy to scale complex data analysis and machine learning workflows from a single developer's laptop up to massively parallel cluster,
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Robust Cross-Platform Workflows: How Technical and Scientific Communities Collaborate to Develop, Test and Share Best Practices for Data Analysis - Data Science and Engineering
2017-11-03 Scientific Workflow systems
GitHub - ga4gh/workflow-execution-service-schemas: The WES API is a standard way to run and manage portable workflows.
