In order to demonstrate the importance and practical use of performance understanding, we plan to pursue four main research efforts: (1) extend WT explanation techniques, (2) integrate WT explanation techniques and modeling, (3) explain other performance phenomena, and (4) improve the Carnival framework. Each of these efforts is described in the sections that follow.