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If you're bypassing the page cache, what invalidates the page cache so that the next read (from the filesystem) isn't stale?

we also use direct-io for reads.

You have your own read cache then? You're nearly at the Oracle-level of writing your own filesystem at this point.

we manage memory instead of relying on page cache