A computing device has multiple user profiles. While a particular user profile is the currently-active user profile of a computing device, the computing device determines whether a binary that is not associated with the particular user profile is already stored at the computing device. In response to determining that the binary is not already stored at the computing device, the computing device downloads the binary from a computing system other than the computing device and associates the binary with the particular user profile. If the binary is already stored at the computing device, the computing device associates the binary with the particular user profile without downloading the binary again.