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Pegasus (workflow management)

Workflow management system From Wikipedia, the free encyclopedia

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Pegasus is an open-source workflow management system.[1][2][3] It provides the necessary abstractions for scientists to create scientific workflows[4] and allows for transparent execution of these workflows on a range of computing platforms including high performance computing clusters, clouds, and national cyberinfrastructure.[5][6] In Pegasus, workflows are described abstractly as directed acyclic graphs (DAGs) using a provided API for Jupyter Notebooks, Python, R, or Java.[7] During execution, Pegasus translates the constructed abstract workflow into an executable workflow[8][9] which is executed and managed by HTCondor.[10][11]

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Pegasus is being used in a number of different disciplines including astronomy, gravitational-wave physics, bioinformatics, earthquake engineering, and helioseismology.[12] Notably, the LIGO Scientific Collaboration has used it to directly detect a gravitational wave for the first time.[8][13][14]

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Area of applications

Application examples:[5][6]

  • Gravitational-Wave Physics
  • Earthquake Science
  • Bioinformatics
  • Workflows for Volcanic Mass Flows
  • Diffusion Image Processing and Analysis
  • Spallation Neutron Source (SNS)

History

The development of Pegasus started in 2001.

See also

References

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