Performance issue loading data into MongoDB

Since you do not care about data integrity (all mongod are writing on the same volume), you might be better off having 12 single node replica sets on your 12 EC2 instances.

That would reduce the replication traffic (from primary to secondary) to its minimum and give something like 12 * 32/2 = 192GB of memory (compared to 96) to the storage engine.