We consider a system of granular particles, modeled by two dimensional frictional elastic disks, that is exposed to externally applied time-dependent shear stress in a planar Couette geometry. We concentrate on the external forcing that produces intermittent dynamics of stick-slip type. In this regime, the top wall remains at rest until the applied stress becomes sufficiently large, and then it slips. We focus on the evolution of the system as it approaches a slip event. Our goal is to identify measures that show a potential for predicting that the system is about to yield. Our main finding is that static global measures, defined as system-wide averages, do not seem to be sensitive to an approaching slip event. On average, they tend to increase linearly with the force pulling the spring. On the other hand, the behavior of the time-dependent measures that quantify the evolution of the system on a micro (particle) or mesoscale changes dramatically before a slip event starts. These measures grow rapidly in magnitude as a slip event approaches, indicating a significant increase in fluctuations of the system before a slip event is triggered.