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Which one is better NOC or SOC?

An apple is not better than a carrot. You cannot compare NoC with SoC because a SoC is the whole system and a NoC is an interconnect (network on chip) that could be part of a SoC but isn’t required. Complex systems can benefit from a NoC for easier layout, extra features like controlling different power domains and catching an access to a powered down part of the chip. Hence NoC can be part of a SoC, that is the conclusion here.

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