Hello Tung,
We can do some low level troubleshooting at first to check if there is no hardware issue:
* Check the media, OLD media takes much more time. So you can try taking backup on a new media to ensure this.
* Can try cleaning the tape drive through cleaning tapes.
* If this delay in backup is repeating again and again, try using different tape drive.
Thats all from my side.
Regds,
R.K.
Don't fix what ain't broke