My experience profiling is that I/O wait is never the problem. However, the app may actually be spending most of it's CPU time interacting with database. In general, networks have gotten so fast relative to CPU that the CPU cost of marshalling or serializing data across a protocol ends up being the limiting factor. I got a major speedup once just by updating the JSON serialization library an app used.