I am already using output caching in my ASP.NET MVC application.
Page speed tells me to specify HTTP cache expiration for css and images in the response header.
Found it:
I need to specify client cache for static content (in web.config).
from http://www.iis.net/ConfigReference/system.webServer/staticContent/clientCache