Pegasus: A Framework for Mapping Complex Scientific Workflows onto Distributed Systems

This paper describes the Pegasus framework that can be used to map complex scientific workflows onto distributed resources. Pegasus enables users to represent the workflows at an abstract level without needing to worry about the particulars of the target execution systems. The paper describes general issues in mapping applications and the functionality of Pegasus. We present the results of improving application performance through workflow restructuring which clusters multiple tasks in a workflow into single entities. A real‐life astronomy application is used as the basis for the study.

• NS
  National Science Foundation

  Awards: ITR-0086044, NCC 5-6261, EAR-0122464, 0122464, ITR AST0122449, 0086044
• NA
  National Aeronautics and Space Administration

  Awards: EAR-0122464, ITR AST0122449, ITR-0086044, NCC 5-6261
• CI
  California Institute of Technology
• SC
  Southern California Earthquake Center
• JP
  Jet Propulsion Laboratory