Acquiring permits varies by shooting location in Los Angeles. Check with your local film board for information on permitting.
Most areas are under the jurisdiction of FilmLA. Depending on the jurisdiction, permit applications can take up to a few days up to a week to process.
For a FilmLA specific map http://film.ca.gov/locations/studio-zones/