Workflow-based Services: Infrastructure for Scientific ApplicationsThe way scientists work in traditional sciences has changed drastically in recent years. Computer science is increasingly supporting them in performing and analyzing their experiments. No longer is the data analyzed on paper or with simple computational tools. Instead, massive amounts of data obtained from instruments are processed in complex computational pipelines modeled as workflows. This trend of supporting traditional sciences with computational