Boy, a lot of questions. I already mentioned that the different stores have different features. I wouldn't see Redis or Cassandra replacing each other for anything. HBase is a potential replacement for bigger MySQL-like things such as big joins across all user data, actions. M-R inputs are logs in HDFS, copied from scribe. RabbitMQ isn't involved in logging those.