Tucked on the Ventura County border a good 23 miles from Hollywood and Vine, Calabasas is far beyond the reach of any celebrity tour bus and unplotted by most star maps.
The city of 23,000 is built for privacy. About 40% of the homes are hidden behind guarded gates, and the priciest homes are protected behind a second set of gates accessible only by car-mounted transponder.
Drawn by the seclusion and high-performing schools, actors, athletes and other A-listers have flocked to Calabasas and surrounding communities such as Hidden Hills over the years.
It's a place where children may be late to soccer practice because a Kardashian sister is filming her wedding, or diverted at the grocery store by paparazzi searching for Britney Spears. Some locals still remember being delayed by the Secret Service on the way home because First Lady Michelle Obama was visiting Will Smith's compound.
Residents and celebrities, for the most part, have coexisted in peace -- that is, until Justin Bieber came to town last year.
The 19-year-old pop singer purportedly drives his white Ferrari 458 Italia at sometimes twice the posted speed limit. His loud parties wake his neighbors, and his frequent antics bring swarms of paparazzi and news helicopters to the neighborhood.
City leaders find the attention unflattering. Councilwoman Mary Sue Maurer cannot help but wince at the mere mention of Bieber's name.
"The pop culture celebrities have not helped this city's reputation," Maurer said. "The coverage is of young misbehaving celebrities, and it's a culture that certainly doesn't represent our city."
Bieber's $6.5-million French-style mansion is in the Estates of the Oaks of Calabasas, the inner gated sanctum of another gated community, the Oaks of Calabasas. Residents say Bieber ignores posted speed limits, homeowners association laws, and pretty much all the rules of life in a gated community. Gardeners in the Oaks have come to know Bieber's car as a white blur, and neighbors say he and a fraternity of twentysomething friends race motorbikes and throw raucous parties.
Bieber "drives his car like a bat out of hell. It wakes the whole neighborhood up," said Galia Pistotnik, 47, who lives in the Oaks of Calabasas.
Most recently it was the pro football star vs. the teen idol, when former NFL wide receiver Keyshawn Johnson confronted Bieber after the singer's Ferrari was seen speeding on a road where Johnson's young daughter was playing in a toy car.
The Los Angeles County Sheriff's Department is investigating another incident in which Bieber is alleged to have spit on a neighbor after a profanity-laced exchange outside their homes.
Last May, Bieber got into a tussle with a photographer at a Calabasas shopping center. Bieber's camp has denied he has done anything wrong and says he is trying to be a good neighbor.
This is not the image Calabasas officials want to put forward.
"People come for peace, quiet and normalcy in their lives," Mayor Fred Gaines said. "It's out of the limelight."
Calabasas doesn't have Hollywood's buzz or the opulence of Beverly Hills. Night life is practically nonexistent. Even a 9:30 p.m. dinner is a tricky proposition -- few restaurants are open that late. But the small town has its fair share of amenities.
A nearby Rick Caruso-developed shopping center, the Commons at Calabasas, boasts what is supposedly the world's largest Rolex timepiece. Old Town Calabasas has sushi, a farmers market and upscale bicycle-themed dining. Strip malls offer gourmet cupcakes, spas and luxury tanning services.
The community has surprising pockets of diversity. Nearly 20% of the residents are foreign born, with a good number from Iran. The median household income in $126,000, well above the countywide average of $56,000.
Residents count as neighbors reality TV star Kourtney Kardashian, actors Sean Astin and "The Hangover's" Ken Jeong, several members of Michael Jackson's family and members of Motley Crue and Def Leppard. Even more -- including Will Smith, Jennifer Lopez and Drake -- live just outside the city.
"It's Hollywood or Beverly Hills comes to the suburbs," said John Loesing, longtime managing editor of the Acorn Newspapers, which cover much of the western San Fernando Valley.