The deadly pileup occurred about 5:30 a.m. near Valley Boulevard, prompting the shutdown of all westbound lanes for several hours, according to the California Highway Patrol.
The three survivors suffered minor injuries, the CHP said. The deceased were not immediately identified.
Shortly after 9 a.m., the Highway Patrol announced that all lanes had been reopened.
The cause of the crash is under investigation.