The database industry has undergone a quiet revolution over the past decade. Traditional databases required administrators to provision fixed capacity, including both compute and storage resources.

Oracle Corp.’s powerful new HP Oracle Database Machine comes with 168TB of storage, a new method of retrieving data more quickly and intelligently, and — wait for it — a $2.33 million price tag. It’s ...