How or what ways I would need to store an amount of data that is larger than machine memory into database (Ex. data is 20 GB, RAM is 16 GB). Considering I am using one machine, and all the data is document oriented (NoSQL)
Storing data larger than machine memory into database
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The most easy solution is to use wiredtiger. It's an embedded key-value store with ACID guarantees. It's unlike REDIS.