We discuss some aspects of the new phenomenology associated to the thermally activated magnetization reversal and exchange bias taking place in nanostructured composite layers. The experimental results include the observation, in hard-soft multilayers, of a crossover from local to collective magnetic relaxation and that of asymmetric demagnetization and remagnetization processes in spin valve-like trilayers. These results are correlated to the sample structure and morphology.