Something that might help when it comes to advice on performance tuning is that this database is used only for analytics. It's essentially a partial replication of a production (document-oriented) database. So a lot of normal operations that might employ a series of sequential fetches may not actually be the norm in my case. Rather, I'm doing a lot of counts on data that is typically randomly distributed.
