Intelligent management of workflow execution using computational modeling

A computer system comprising:

• a memory;
• and
• a processor in communication with the memory, wherein the computer system is configured to perform a method comprising:
• generating, based on target output metrics for a geospatial-temporal modeling workflow, a collection of workflow execution control rules;
• monitoring execution of the workflow at runtime, the monitoring comprising monitoring intermediate output of the workflow execution and predicted output metrics, the predicted output metrics being metrics predicted to be obtained from completing the workflow;
• and
• determining one or more workflow execution intervention actions for an automated workflow orchestrator to take based on the defined target output metrics and the monitoring of the workflow execution.

A computer program product comprising:

• a computer readable storage medium readable by a processing circuit and storing instructions for execution by the processing circuit to perform a method comprising:
• generating, based on target output metrics for a geospatial-temporal modeling workflow, a collection of workflow execution control rules;
• monitoring execution of the workflow at runtime, the monitoring comprising monitoring intermediate output of the workflow execution and predicted output metrics, the predicted output metrics being metrics predicted to be obtained from completing the workflow;
• and
• determining one or more workflow execution intervention actions for an automated workflow orchestrator to take based on the defined target output metrics and the monitoring of the workflow execution.