...For the sake of efficiency and meeting the dynamism requirement of autonomic clouds, our methodology consists of two steps: (i) off-line clustering and (ii) on-line prediction.
RF+PAM can:
Cluster observations (Unsupervised Learning)
Calculate the dissimilarity between 2 or more observations (how different two observations are)