The paper studied a variety type of systems, including key-value stores (e.g., Redis), configuration stores (e.g., ZooKeeper), document stores (e.g., MongoDB), column stores (e.g., Cassandra), messaging queues (e.g., Kafka), and databases (e.g., RethinkDB).