There should be parking within a block or two. We've done events in Burlingame before and it hasn't been a problem. The city maintains some free parking lots, too.

Be careful after you cross the Bay Bridge. The lanes have changed when you come out on the San Francisco side and have to connect to 101, and it can be a challenge. My brother drove down on Friday and ended up downtown instead of on 101 towards SFO.