Current State of the Practice: Are your applications scalable, trustworthy, and reproducible? If yes, why and how? If not, why, and what would you need or wish to achieve the goals?

Future Roadmap: How can publishing/dissemination/sharing standards contribute to achieving or encouraging scalability, trust, and reproducibility in results from high-throughput applications?