[not_kurt_godel]

According to OP, 800 IOPS was the bottleneck and i2 compute capacity was overkill. RDS offers provisioned IOPS (aka PIOPS) - up to at least 30000 at the time (https://aws.amazon.com/about-aws/whats-new/2014/10/09/amazon...).