We review the challenges for atomic scale modeling of alternative gate diel
ectric stacks. We begin by highlighting recent achievements of state-of-the
-art atomistic simulations of the Si/SiO2 system, showing how such calculat
ions have elucidated the microscopic origins of several important experimen
tal phenomena. For the benefit of readers who may be unfamiliar with the si
mulation tools, we overview and compare the relevant methods, We then descr
ibe the difficulties encountered in extending these approaches to investiga
te high-kappa dielectric stacks, pointing out exciting research directions
aimed at overcoming these challenges. We conclude by presenting a roadmap o
f computational goals for atomic scale modeling of alternative gate dielect
rics.