Backup on an empty SSAS database hangs
The backup hangs because the SSAS database is corrupt, which was the result of a forced reboot of the server.

Some questions this raises:

If an SSAS database has an estimated size of 0, does that always indicate a corrupted database?
Are there any other ways to detect SSAS db corruption by using SSMS dialogs or AMO?