What to do when the campsite is full?

Hi everyone, I'm pretty new to camping in California. I've been checking for months now for available campsites in Big Sur but they've been consistently booked up. Is it possible to show up day-of and get a spot? What're the chances of someone cancelling last minute? Can I just park on the side of the road? Would love to wake up to the ocean. Any advice is appreciated!