Everyone's favorite 16-bit protected mode operating system.

Cooperative Tasking

DOS has no threads, it even has no processes. Thus everything will be multi-tasked.

TSRs?

It is possible to have a fork in the background TSR running which runs the JVM code. However that would be rather complex, although something similar would be done with Palm OS.