A non-inclusive cache hierarchy is a design where the contents of the higher-level caches are not guaranteed to be present in the lower-level caches. This means that data can exist in a higher-level cache without it being stored in all of its associated lower-level caches, leading to potential efficiency gains in memory access but also increasing the complexity of cache coherence protocols.
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