As researchers we all struggle and push the limits of available data visualization libraries. Availability of real time network flows have exceeded the capacity of current visualization libraries and the ability of the human to grasp densely visualized information. How much data is too much? We will explore the current state of the art in visualization as we try to answer the question of how to visualize backbone level enterprise data.