If you’re in the cloud storing data in Amazon S3 or in Microsoft Azure’s Block Store, there is not a great reason to just spin up a Hadoop cluster in Amazon.” Stoica went on to say that ...

A key selling point is the system's ability to run SQL queries on data in Hadoop clusters without loading it into the database, making realtime SQL queries on Hadoop-stored data possible.