BubbleUp: Supporting DevOps With Data Visualization.

BubbleUp is a tool that lets DevOps teams—data analysts who specialize in building and maintaining online systems—rapidly figure out why anomalous data have gone wrong. We developed BubbleUp with an iterative, human-centered design approach. Through multiple rounds of feedback, we were able to build a tool that presents a paired-histogram view to help make high-dimensional data make sense.