Makes performance analysis and queueing theory concepts simple to understand and available to anyone with a background in high school algebraPresents the practical application of these concepts in the context of modern, distributed, computer system designs Packed with helpful examples that are based on the author's experience analyzing the performance of large-scale systems over the past 20 years.