  Consider the problem of minimizing a quadratic objective subject to quadratic
equations. We study the semialgebraic region of objective functions for which
this problem is solved by its semidefinite relaxation. For the Euclidean
distance problem, this is a bundle of spectrahedral shadows surrounding the
given variety. We characterize the algebraic boundary of this region and we
derive a formula for its degree.
