Focusing on What Matters: Explaining Quality Tradeoffs in Software-Intensive Systems Via Dimensionality Reduction

Building and operating software-intensive systems involves exploring decision spaces composed of large numbers of variables and their complex relations. We report on using dimensionality reduction techniques that enable decision makers in different domains to focus on crucial elements of the decision space.