Thanks for the reply. The task is not stateful. It's just pulling data from a db, performing some transforms, and then pushing it into elasticsearch. I suppose that I could slice the tasks up to be arbitrarily small though having a longer window would be helpful. I guess I will take a look at GCE. Thank you!