It's often used as a name, like the popular ramen shop in the anime series Naruto, Ichiraku Ramen. The name is fitting for a ramen shop because ramen is considered a simple yet delicious pleasure for many people in Japan.
However, "Ichiraku" can also be used more generally to describe something that brings a simple but profound joy or satisfaction.