Virginia State Police said Jared Llamado killed a woman and a dog and injured three others. A report said Llamado was a federal worker.
At the scene were four stabbing victims, including a woman who died, police said. The names of the victims and their attacker were released.
A strong storm moved through Northern Virginia on Friday, pummeling the region with destructive winds, hail and heavy rain.