Embedded Linux vendor, MontaVista demonstrated booting Linux in one second.

This 1 second feat is for the kernel only, e.g. without drivers and peripherals.  Most linux desktop distros take between 20-25 seconds to fully load with all peripheral systems.  Still, this is a nice achievement, and shows that faster boot times are ahead.

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Linux Achieves One Second Boot