Model software containerization.
Current state: "running a model" or "doing a run" is actually a build step and a compile step. There should be a possibility of a "buildtime" machine and a "runtime" machine.
This is what happens with cloudflow, in that the head node appears to be the "build" machine (and the scheduler) and the worker nodes of the cluster execute things as a runtime action. This can (and should) be broken out by the time Mykel is finished with the containerization.
Model software containerization.
Current state: "running a model" or "doing a run" is actually a build step and a compile step. There should be a possibility of a "buildtime" machine and a "runtime" machine.
This is what happens with cloudflow, in that the head node appears to be the "build" machine (and the scheduler) and the worker nodes of the cluster execute things as a runtime action. This can (and should) be broken out by the time Mykel is finished with the containerization.