The performance of user-facing applications is critical to client platforms. Many of these applications are event-driven and exhibit ”bursty” behavior: the application is generally idle but generates bursts of activity in response to human interaction. We study one example of a bursty application, web-browsers, and produce two important insights: (1) Activity bursts contain false parallelis…