[Flake Test][branch-1] TestSnapshotCloneIndependence's teardown() is always timeout

The tearDown method after each test is always timeout.

So the fix is to
1. make the tearDown method without After annotation and make it private
2. move it under each test
3. Increase timeout to 30000 for each test, as for it is MediumTests.