Close to Burbank Airport: Marriott across from the airport
Closer to the Venue: Granada Inn 
Other options:
Lexen Hotel in Santa Clarita: 7 mins away
Marriott Chatsworth: 8.7 miles away
Holiday Inn Chatsworth IHG Hotel: 8.8 miles away