Domain-Specific Languages for Developing and Deploying Signature Discovery Workflows

Domain-agnostic signature discovery supports scientific investigation across domains through algorithm reuse. A new software tool defines two simple domain-specific languages that automate processes that support the reuse of existing algorithms in different workflow scenarios. The tool is demonstrated with a signature discovery workflow composed of services that wrap original scripts running high-performance computing tasks.