In this thesis, we study the Hausdorff dimension of specific exceptional sets that arise in homogeneous dynamics. We obtain an upper bound for the set of points whose orbit stays away from a complement of a compact subset in a homogeneous space. Moreover, we provide some applications to Diophantine Approximation.