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This paper proposes an approach to facilitate efficient dynamic workflow change by minimising repetitive execution of finished workflow nodes.
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This facilitation was expected to reduce almost 60% of the MEP field-to-finish workflow (ClearEdge3D 2012).
Deadline: encompasses aspects also related to time but associated to predefined limits to finish a workflow – the central idea is not to finish the execution of a workflow as fast as possible, but simply to address a specific deadline and possibly save resources (i.e., reduce resource allocation) as long as the deadline is met.
Budget-constrained: The objective is to finish a workflow as fast as possible at given budget.
The daemon implements an event-driven model, where events are emitted in the system when something specific happens (e.g., flowcell ready, workflow finished, etc).
Additional functionalities include: creating a new copy of a spreadsheet from a template, sharing a spreadsheet with another user, emailing the user to notify the sharing, provide feedback to the workflow that a human interactive session has finished ("committed") so the workflow instance may proceed, visualizing analysis outputs via Google charts etc.
> The workflow was finished in 12 h in 33/42 799%) cycles, while for the remaining an extra hour was needed due to the higher number of cells to be analysed.
The third step summarizes the information about the uploaded data and provides the user with the option to enter an email address for notification when the workflow has finished.
Each run of the pipeline appears to the caller as a single command-line invocation of the entry point script that exits only once it finishes executing its parallel workflow.
Usability (Computer System Usability Questionnaire; CSUQ [ 23]) and workflow integration surveys (paper-based) were administered after the participant had finished both patient scenarios for a given design, a total of two times per participant.
In our interviews with working journalists, we were struck by the degree to which all news organizations remain trapped in a basic newsroom workflow that sees the ultimate goal of journalistic production as a singular, finished product.
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