The data to be cached is going to be HTML files and are to be retained anywhere from 3 days to a week. My understanding is that memcached would not be a good solution here since if the server goes down, we lose everything.
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You should try looking into memcachedb. The guys from Reddit seem to use it as mentioned in this talk and had a lot of positive things to say about it. You seem to get the simplicity of memcache, but with the solidity of disk stores.