A very simple way of doing this is to use JUnit categories.
You can then easily run some tests during the test phase and another during the integration-test phase.
It takes minutes and requires only 3 steps.
- Define a marker interface
- Annotate the classes you wish to split
- Configure Maven plugins.
A full example is given here.
https://stackoverflow.com/a/10381662/1365383