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improving documentation
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README.md

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[![Downloads](https://static.pepy.tech/personalized-badge/wfcommons?period=total&units=international_system&left_color=grey&right_color=yellowgreen&left_text=Downloads)](https://pepy.tech/project/wfcommons)
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<a href="https://wfcommons.org" target="_blank"><img src="https://wfcommons.org/images/wfcommons-logo-white.png" width="350" /></a>
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<br/>_An open-source ecosystem of workflow execution instances, synthetic workflow generators, and benchmark specifications_
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<br/>An open-source ecosystem of workflow execution instances, synthetic workflow generators, and benchmark specifications. It helps the community study scheduling, performance, resilience, and emerging AI-driven workflow automation on modern distributed and HPC platforms.
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WfCommons is a Python framework that helps you:
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- Analyze real workflow execution instances;
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- Build workflow recipes from production traces;
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- Generate realistic synthetic workflow instances; and
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- Create workflow benchmark specifications.
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- **Real instances:** Workflow executions curated in a common JSON format (WfFormat).
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- **Synthetic realism:** Generate realistic workflows from real traces.
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- **Benchmarks:** Produce executable specs for repeatable experiments and fair comparisons.
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Quick links: [Documentation](https://wfcommons.readthedocs.io/en/latest/) · [Website](https://wfcommons.org) · [GitHub Issues](https://github.com/wfcommons/wfcommons/issues)
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