  Using an integral formula on a homogeneous Siegel domain, we show a necessary
and sufficient condition for composition operators on the weighted Bergman
space of a minimal bounded homogeneous domain to be compact. To describe the
compactness of composition operators, we see a boundary behavior of the Bergman
kernel.
