[wmf]

moving parts of running programs across machines

Why is this desirable and what is the magnitude of the benefit?

[choppaface]

One application is fault tolerance. If you need to take a machine down, you can move the node (JVM program) to some other machine. So similar to pausing a long-running Lambda function, moving it elsewhere, and resuming it.