As the “Time Allocation in the Android OS Boot Process” sidebar describes, startup consists of four steps, which we analyzed to determine the percentage of boot time spent at each step in the process. Our analysis revealed that the largest percentage is spent on Android user space initialization (step 4), which starts Android services and applications. Any boot time reduction method should therefore focus on decreasing initialization time wherever possible.