Over the last several years, the Internet has sustained exponential growth in the number of endsystems, traffic, and network adjacencies. This rate of growth poses significant engineering challenges for both researchers and backbone service providers. In this thesis, we explore one aspect of the network's growth---the performance and scaling properties of Internet routing algorithms and the backbone infrastructure. Specifically, we examine network routing instability which impacts the level of state information and processing power required by each backbone router. High levels of network topological state oscillation can also lead to packet loss, increased network latency and delayed times to reach convergence. This thesis explores the orig...