The following is a draft chapter for the upcoming "The Performance of Open Source Applications" (POSA), a sequel to The Architecture of Open Source Applications. POSA is a collection of essays about performance optimization, designing for performance, managing performance as part of a development process, and more. The book will be published in Spring 2013 under a Creative Commons license with roy