most citedLeveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows

9 citations · 9 across the 1 of their papers we have counts for

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1 paper

cs.DC2022★ 9 cited

Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows

Jonathan Bader, Nicolas Zunker, Soeren Becker +1

Scientific workflows are designed as directed acyclic graphs (DAGs) and consist of multiple dependent task definitions. They are executed over a large amount of data, often resulti…