Create a workflow management system

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I am creating a scientific workflow system for my final year project. I want to deploy it on cloud rather on the grid. How should I go about it? I don't have any idea about the coding required and how to use a WF engine. I am thinking about using Pegasus(as it is Java based) and Dagman for DAX.

Please guide me from scratch as I am completely lost. Thanks.

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