The Diminished Scale is an eight-note scale comprised of alternating whole steps and half steps.  Technically it is called the octatonic scale although it is commonly referred to as the diminished scale.  It is very popular in 20th century music and Jazz Music.

A                  B                    C                       D#                 E                         F#

Whole Step – Half Step – Whole Step – Half Step – Whole Step