Can you compare the performance of using virtual DOM versus direct DOM manipulation in web apps, and explain the workings of virtual DOM?

Interview question asked to Frontend Engineers interviewing at Zendesk, Atlassian, Rockstar Games and others: Can you compare the performance of using virtual DOM versus direct DOM manipulation in web apps, and explain the workings of virtual DOM?.