Parsl+CWL: Towards Combining the Python and CWL Ecosystems

The Common Workflow Language (CWL) is a widely adopted language for defining and sharing computational workflows. It is designed to be independent of the execution engine on which workflows are executed. In this paper, we describe our experiences integrating CWL with Parsl, a Python-based parallel p...

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Vydáno v:	SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis s. 2040 - 2047
Hlavní autoři:	Karle, Nishchay, Clifford, Ben, Babuji, Yadu, Chard, Ryan, Katz, Daniel S., Chard, Kyle
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 17.11.2024
Témata:	commandlinetool common workflow language common workflow language (cwl) computational reproducibility Conferences cross-platform execution cwl dataflow programming dynamic workflows Ecosystems Engines High performance computing high performance computing (hpc) Image processing inline expressions Libraries parallel computing Parallel programming parsl Python python programming resource management scalability scientific workflows workflow workflow automation workflow ecosystem workflow execution workflow integration workflow management systems workflow portability
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