Genomics pipelines running GPU-accelerated workflows in the cloud fail roughly 30% of the time, yet teams only track cost per sample. That metric hides the expense of failed attempts. A typical short-read germline variant calling pipeline has ten to 15 processing steps, and workflow managers like Nextflow or Snakemake can resume failed runs.
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