Benchmarking Cloud Serving Systems with Yahoo Cloud Serving Benchmark 

http://www.brianfrankcooper.net/pubs/ycsb.pdf

We define a core set of benchmarks and report results for four widely used systems: Cassandra, HBase, Yahoo!’s PNUTS, and a simple sharded MySQL implementation.