Nf-PEAK is a containerized method that attributes energy to Nextflow tasks with 6.6% MAPE in isolated runs and 10.9% under co-located load, outperforming Kepler on nf-core workflows.
Scientific Work- flows: Business as Usual? In Umeshwar Dayal, Johann Eder, Jana Koehler, and Hajo A
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Nf-PEAK: Process-Based Energy Attribution for Nextflow Workflows on Kubernetes Clusters
Nf-PEAK is a containerized method that attributes energy to Nextflow tasks with 6.6% MAPE in isolated runs and 10.9% under co-located load, outperforming Kepler on nf-core workflows.