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I think they are both great and I wanna know is it possible to use both caching systems together at the same time? Is there any experience?

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Mysqls working set will always be cached.

This is called double caching and represents a major bottleneck in larger systems (Facebook for example), where user data is double cached, existing twice in RAM.

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