  In 1972, B. E. Johnson proved that a locally compact group $G$ is amenable if
and only if certain Hochschild cohomology groups of its convolution algebra
$L^1(G)$ vanish. Similarly, $G$ is compact if and only if $L^1(G)$ is
biprojective: In each case, a classical property of $G$ corresponds to a
cohomological propety of $L^1(G)$. Starting with the work of Z.-J. Ruan in
1995, it has become apparent that in the non-commutative setting, i.e. when
dealing with the Fourier algebra $A(G)$ or the Fourier-Stieltjes algebra
$B(G)$, the canonical operator space structure of the algebras under
consideration has to be taken into account: In analogy with Johnson's result,
Ruan characterized the amenable locally compact groups $G$ through the
vanishing of certain cohomology groups of $A(G)$. In this paper, we give a
survey of historical developments, known results, and current open problems.
