Embedded OS is an OS specifically used for embedded systems. An embedded system is a computer system with a dedicated function within a larger mechanical or electrical system, often with real-time computing constraints.
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A distributed operating system is a software over a collection of independent, networked, communicating, and physically separate computational nodes. They handle jobs which are serviced by multiple CPUs.