Is genomic code typically distributed-memory parallel? I'm under the impression that it is more like batch processing, not a ton of node-to-node communication but you want lots of bandwidth and storage.
If you are doing a big distributed-memory numerical simulation, on the other hand, you probably want infiniband I guess.
AWS seems like an OK fit for the former, maybe not great for the latter...