Maybe we should back up a bit and look at your requirements: both query latency and throughput. If the index is small enough, distributed search is definitely not the first step to take to address performance issues - there are many other things to look into first.
Start by looking at what queries are slowest, and we may be able to help speed them up through some optimizations. -Yonik