I. Introduction
The goal of post-silicon validation of an integrated circuit is to ensure that the fabricated, preproduction silicon operates correctly under actual operating conditions with real application. It is a complex activity performed under aggressive schedules, representing >50% of the overall validation cost [1]. A fundamental challenge in post-silicon validation is limited observability and controllability. Due to the limitations in the number of output pins and area and power overheads of internal trace buffer, only a small percentage of internal signals in the design can be observed during silicon execution. Furthermore, in order for a signal to be observed, the design must be instrumented a priori with appropriate control hardware that routes a signal to an observation point. It is, therefore, crucial to identify trace signals that maximize design visibility and debug information under the observability constraints.