  We present a brief introduction to QCD, the QCD phase diagram, and
non-equilibrium phenomena in QCD. We emphasize aspects of the theory that can
be addressed using computational methods, in particular euclidean path integral
Monte Carlo, fluid dynamics, kinetic theory, classical field theory and
holographic duality.
