When to use LDAP over a database?

Question

When should I use LDAP vs. database/key-value-store/column-oriented-database/etc?

Answer 1

LDAP really shines is scalability. If you specifically want a place to hold user accounts for authentication and want to scale to multiple replicated servers - and handle tens of thousands of authentication requests a second, LDAP is an great option.