  Driven by the recent rapid increase in the number of materials databases
published (open and commercial), I discuss here some perspectives on the
growing need for standardized, interoperable, open databases. The field of
computational materials discovery is quickly expanding, and recent advances in
data mining, high throughput screening, and machine learning highlight the
potential of open databases.
