3 papers
cs.DC2025
Predicting the Performance of Scientific Workflow Tasks for Cluster Resource Management: An Overview of the State of the Art
Jonathan Bader, Kathleen West, Soeren Becker +5
Scientific workflow management systems support large-scale data analysis on cluster infrastructures. For this, they interact with resource managers which schedule workflow tasks on…
cs.DC2025
Memory-aware Adaptive Scheduling of Scientific Workflows on Heterogeneous Architectures
Svetlana Kulagina, Anne Benoit, Henning Meyerhenke
The analysis of massive scientific data often happens in the form of workflows with interdependent tasks. When such a scientific workflow needs to be scheduled on a parallel or dis…
cs.DC2024
Mapping Large Memory-constrained Workflows onto Heterogeneous Platforms
Svetlana Kulagina, Henning Meyerhenke, Anne Benoit
Scientific workflows are often represented as directed acyclic graphs (DAGs), where vertices correspond to tasks and edges represent the dependencies between them. Since these grap…