Workflows

Multi-step application workflows that require heterogeneous resources and impose varying execution time constraints on each step present significant challenges in both implementation and execution. QCG-Portal provides a built-in workflow execution engine that effectively handles the majority of moderately complex scenarios, ensuring a consistent interface across all stages of workflow execution. For more sophisticated demands, it can also be integrated with Airflow.

QCG-Portal’s customization and templating mechanisms significantly reduce the complexity of workflow parameterization for end users, while ensuring smooth, secure, and continuously monitored execution of workflows on large-scale computing resources, such as HPC clusters.